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	<id>https://nmsl.cs.sfu.ca/api.php?action=feedcontributions&amp;feedformat=atom&amp;user=Mbagheri</id>
	<title>NMSL - User contributions [en-ca]</title>
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	<updated>2026-05-09T11:18:22Z</updated>
	<subtitle>User contributions</subtitle>
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	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Video_Library_and_Tools&amp;diff=1937</id>
		<title>Video Library and Tools</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Video_Library_and_Tools&amp;diff=1937"/>
		<updated>2008-04-25T22:44:35Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;= Video Sequences = &lt;br /&gt;
== HD Sequences from CBC ==&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/CBC/doc-reality.wmv Documentary 2MB WMV], [http://nsl.cs.sfu.ca/video/library/CBC/doc-reality-4mbps.wmv Documentary 4MB WMV], [http://nsl.cs.sfu.ca/video/library/CBC/doc-reality.avi Documentary 20MB dvix].&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/CBC/jeux.wmv Jeux 2MB WMV], [http://nsl.cs.sfu.ca/video/library/CBC/jeux-4mbps.wmv Jeux 4MB WMV], [http://nsl.cs.sfu.ca/video/library/CBC/jeux.avi Jeux 20MB dvix].&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/CBC/soap.wmv Soap 2MB WMV], [http://nsl.cs.sfu.ca/video/library/CBC/soap-4mbps.wmv Soap 4MB WMV], [http://nsl.cs.sfu.ca/video/library/CBC/soap.avi Soap 20MB dvix].&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/CBC/sport.wmv Sport2MB WMV], [http://nsl.cs.sfu.ca/video/library/CBC/sport-4mbps.wmv Sport4MB WMV], [http://nsl.cs.sfu.ca/video/library/CBC/sport.avi Sport 20MB dvix].&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/CBC/talking_head.wmv News 2MB WMV], [http://nsl.cs.sfu.ca/video/library/CBC/talking_head-4mbps.wmv News 4MB WMV], [http://nsl.cs.sfu.ca/video/library/CBC/talking_head.avi News 20MB dvix].&lt;br /&gt;
&lt;br /&gt;
== Raw Sequences from the H.264/SVC Group ==&lt;br /&gt;
=== QCIF ===&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/BUS_176x144_7.5_orig_01.yuv Bus 7.5 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/FOOTBALL_176x144_7.5_orig_01.yuv Football 7.5 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/FOREMAN_176x144_7.5_orig_01.yuv Foreman 7.5 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/MOBILE_176x144_7.5_orig_01.yuv Mobile 7.5 fps]&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/BUS_176x144_15_orig_01.yuv Bus 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/FOOTBALL_176x144_15_orig_01.yuv Football 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/FOREMAN_176x144_15_orig_01.yuv Foreman 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/SOCCER_176x144_15_orig_02.yuv Soccer, 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/CREW_176x144_15_orig_01.yuv Crew 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/ICE_176x144_15_orig_02.yuv Ice 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/MOBILE_176x144_15_orig_01.yuv Mobile 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/CITY_176x144_15_orig_01.yuv City 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/QCIF/HARBOUR_176x144_15_orig_01.yuv Harbour 15 fps]&lt;br /&gt;
&lt;br /&gt;
=== CIF ===&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOREMAN_352x288_15_orig_01.yuv Foreman 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/HARBOUR_352x288_15_orig_01.yuv Harbour 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/ICE_352x288_15_orig_02.yuv Ice 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/MOBILE_352x288_15_orig_01.yuv Mobile 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CREW_352x288_15_orig_01.yuv Crew 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/BUS_352x288_15_orig_01.yuv Bus 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOOTBALL_352x288_15_orig_01.yuv Football 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CITY_352x288_15_orig_01.yuv City 15 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/SOCCER_352x288_15_orig_02.yuv Soccer 15 fps]&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOOTBALL_352x288_30_orig_01.yuv Football 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/HARBOUR_352x288_30_orig_01.yuv Harbour 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/ICE_352x288_30_orig_02.yuv Ice 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/MOBILE_352x288_30_orig_01.yuv Mobile 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CREW_352x288_30_orig_01.yuv Crew 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/BUS_352x288_30_orig_01.yuv Bus 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOREMAN_352x288_30_orig_01.yuv Foreman 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CITY_352x288_30_orig_01.yuv City 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/CIF/SOCCER_352x288_30_orig_02.yuv Soccer 30 fps]&lt;br /&gt;
&lt;br /&gt;
=== 4CIF ===&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/YUV/4CIF/CITY_704x576_30_orig_01.yuv City 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/4CIF/CREW_704x576_30_orig_01.yuv Crew 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/4CIF/SOCCER_704x576_30_orig_02.yuv Soccer 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/4CIF/HARBOUR_704x576_30_orig_01.yuv Harbour 30 fps], [http://nsl.cs.sfu.ca/video/library/YUV/4CIF/ICE_704x576_30_orig_02.yuv Ice 30 fps]&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/YUV/4CIF/CITY_704x576_60_orig_01.yuv City 60 fps], [http://nsl.cs.sfu.ca/video/library/YUV/4CIF/CREW_704x576_60_orig_01.yuv Crew 60 fps], [http://nsl.cs.sfu.ca/video/library/YUV/4CIF/SOCCER_704x576_60_orig_02.yuv Soccer 60 fps], [http://nsl.cs.sfu.ca/video/library/YUV/4CIF/HARBOUR_704x576_60_orig_01.yuv Harbour 60 fps], [http://nsl.cs.sfu.ca/video/library/YUV/4CIF/ICE_704x576_60_orig_02.yuv Ice 60 fps]&lt;br /&gt;
&lt;br /&gt;
== Raw Sequences from ftp.ldv.e-technik.tu-muenchen.de ==&lt;br /&gt;
=== 720p ===&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/720p5994_parkrun_ter.yuv Parkrun] Long shot. Man running in a park with an umbrella in his hand. Trees, snow and water in the background. Very detailed and demanding.&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/720p5994_shields_ter.yuv Shields] Man with beard and a speckled jacket walking in front of a wall of detailed knight shields. Zoom at the end of the sequence.&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/720p5994_stockholm_ter.yuv Stockholm] Panning view over the Old Town of Stockholm. Detailed houses, water and moving cars.Panning view over the Old Town of Stockholm. Detailed houses, water and moving cars.&lt;br /&gt;
=== 1080i ===&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080i2997_mobcal_ter.yuv Mobcal] Similar to Mobile and Calendar. Close up. Moving calendar with text and a detailed photo of the ship. Moving train with colorful toys. Background with two types of wallpaper, one brown with details and one yellow with drawn figures. Very detailed and normally demanding.&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080i2997_parkrun_ter.yuv Parkrun] Long shot. Man running in a park with an umbrella in his hand. Trees, snow and water in the background. Very detailed and demanding.&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080i2997_shields_ter.yuv Shields] Man with beard and a speckled jacket walking in front of a wall of detailed knight shields. Zoom at the end of the sequence.&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080i2997_stockholm_ter.yuv Stockholm] Panning view over the Old Town of Stockholm. Detailed houses, water and moving cars.Panning view over the Old Town of Stockholm. Detailed houses, water and moving cars.&lt;br /&gt;
=== 1080p ===&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080p_blue_sky.yuv BlueSky] Top of two trees against blue sky. High contrast, small color differences in the sky, many details. Camera rotation.&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080p_pedestrian_area.yuv PedestrianArea] Shot of a pedestrian area. Low camera position, people pass by very close to the camera. High depth of field. Static camera.&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080p_riverbed.yuv Riverbed] Riverbed seen through the water. Very hard to code.&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080p_rush_hour.yuv RushHour] Rush-hour in Munich city. Many cars moving slowly, high depth of focus. Fixed camera.&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080p_station2.yuv Station] View from a bridge to munich station. Evening shot. Long zoom out. Many details, regular structures (tracks).&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080p_sunflower.yuv Sunflower] Sunflower, very detailed shot. One bee at the sunflower, small color differences and very bright yellow. Fixed camera, small global motion.&lt;br /&gt;
* [http://nsl.cs.sfu.ca/video/library/tu-muenchen.de/1080p_tractor.yuv Tractor] A tractor in a field. Whole sequence contains parts that are very zoomed in and a total view. Camera is following the tractor, chaotic object movement, structure of a harvested field. Very red wheels of the tractor.&lt;br /&gt;
Note: Descriptions are extracted from the readme files.&lt;br /&gt;
&lt;br /&gt;
= Video Tools =&lt;br /&gt;
* '''Windows YUV Player''': [[media:YUVviewe.exe | executable]], [[media:YUVviewerSrc.zip | source]].&lt;br /&gt;
* '''Imagen''', Image Sequence Player [http://www.gromada.com/imagen.html http://www.gromada.com/imagen.html]&lt;br /&gt;
* '''Matlab YUV Toolbox''' [http://sprljan.com/nikola/matlab/yuv.html  http://sprljan.com/nikola/matlab/yuv.html]&lt;br /&gt;
&lt;br /&gt;
= Links to other Video Libraries = &lt;br /&gt;
&lt;br /&gt;
* [http://www.open-video.org/ Open-Video Project]&lt;br /&gt;
* [http://trace.eas.asu.edu/ Video Traces Research Group]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Foreman&amp;diff=1923</id>
		<title>Foreman</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Foreman&amp;diff=1923"/>
		<updated>2008-04-24T22:47:53Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Foreman sequence, available publicly, shows closeup of a talking man followed by a camera panning and view of a building being constructed. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOREMAN_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Foreman sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:foreman_row.jpg|600px|A 1% summary of the Foreman sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Foreman&amp;diff=1922</id>
		<title>Foreman</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Foreman&amp;diff=1922"/>
		<updated>2008-04-24T22:47:02Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Foreman sequence, available publicly, shows closeup of a talking man followed by a camera panning and view of a building being constructed. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOREMAN_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Foreman sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:foreman_row.jpg|600px|A 1% summary of the Foreman sequence]]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;nowiki&amp;gt;&amp;lt;form&amp;gt;&lt;br /&gt;
&amp;lt;input type = 'text' width = '100' /&amp;gt;&lt;br /&gt;
&amp;lt;/form&amp;gt;&lt;br /&gt;
&amp;lt;/nowiki&amp;gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Foreman&amp;diff=1921</id>
		<title>Foreman</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Foreman&amp;diff=1921"/>
		<updated>2008-04-24T22:43:52Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Foreman sequence, available publicly, shows closeup of a talking man followed by a camera panning and view of a building being constructed. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOREMAN_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Foreman sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:foreman_row.jpg|600px|A 1% summary of the Foreman sequence]]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;form&amp;gt;&lt;br /&gt;
&amp;lt;input type = 'text' width = '100' /&amp;gt;&lt;br /&gt;
&amp;lt;/form&amp;gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1916</id>
		<title>CanVid</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1916"/>
		<updated>2008-04-24T03:33:52Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;'''CanVid: Content- and Network-aware Video Processing---Summarization, Streaming, and Encoding'''&lt;br /&gt;
&lt;br /&gt;
We are designing adaptive streaming algorithms that are based on the visual content of the video streams. The goal is to adaptively transmit the most important frames to clients to yield the best quality. Several ideas are being explored, including: real time and offline processing of video streams, summarization of sports videos, and adaptation of multi-layer scalable video streams. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== People ==&lt;br /&gt;
&lt;br /&gt;
* [http://www.cs.sfu.ca/~mhefeeda/ Mohamed Hefeeda] (Assistant Professor)&lt;br /&gt;
&lt;br /&gt;
* [http://www.umiacs.umd.edu/~wamageed/ Wael Abd-Almageed] (Assistant Research Scientist at UMD)&lt;br /&gt;
&lt;br /&gt;
* Majid Bagheri (PhD Student)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Hierarchical Video Surveillance ==&lt;br /&gt;
&lt;br /&gt;
brief intro ...&lt;br /&gt;
&lt;br /&gt;
== Sample Results on Summarization == &lt;br /&gt;
&lt;br /&gt;
=== Surveillance Videos ===&lt;br /&gt;
&lt;br /&gt;
* [[Car Surveillance | Car Surveillance]]&lt;br /&gt;
&lt;br /&gt;
=== Sports Videos ===&lt;br /&gt;
&lt;br /&gt;
* [[Soccer| Soccer]]&lt;br /&gt;
* [[Football| Football]]&lt;br /&gt;
* [[Ice| Ice]]&lt;br /&gt;
* [[Barcelona| Barcelona vs. Liverpool]]&lt;br /&gt;
&lt;br /&gt;
=== General and Miscellaneous ===&lt;br /&gt;
&lt;br /&gt;
* [[Foreman | Foreman]]&lt;br /&gt;
* [[Bus | Bus]]&lt;br /&gt;
* [[City | City]]&lt;br /&gt;
* [[Crew | Crew]]&lt;br /&gt;
* [[Harbour | Harbour]]&lt;br /&gt;
* [[Mobile | Mobile]]&lt;br /&gt;
* [[Documentary| CBC Documentary]]&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==  [[Private:discussion| Discussion and Random Ideas (Login Required)]] ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== References and Links== &lt;br /&gt;
&lt;br /&gt;
* Sanghoon Sull, Jung-Rim Kim, Yunam Kim, Hyun Sung Chang, Sang Uk Lee, [http://mpeg.korea.ac.kr/publication/international.php Scalable Hierarchical Video Summary and Search], Proc. SPIE, Vol. 4315, Storage and Retrieval for Media Databases, pp.553-561, Jan 2001. [[media:spie2001.pdf | local copy]]&lt;br /&gt;
&lt;br /&gt;
* B. Troung and S. Venkatesh, [http://portal.acm.org/ft_gateway.cfm?id=1198305&amp;amp;type=pdf&amp;amp;coll=GUIDE&amp;amp;dl=GUIDE&amp;amp;CFID=23556435&amp;amp;CFTOKEN=82587997  Video abstraction: A systematic review and classification], ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), Feb 2007, 3(1)&lt;br /&gt;
&lt;br /&gt;
* Y. Gong and X. Liu, [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=854772 Video summarization using singular value decomposition], in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, Hilton Head Island, SC, June 2000, pp. 174–180.&lt;br /&gt;
&lt;br /&gt;
* K. Tan, R. Ribier, S. Liou, [http://portal.acm.org/citation.cfm?id=500141.500227 Content-sensitive video streaming over low bitrate and lossy wireless network], ACM Multimedia 2001.&lt;br /&gt;
&lt;br /&gt;
*  X. Zhou,  S. Liou,  [http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1013858 Optimal nonlinear sampling for video streaming at low bit rates], IEEE Transactions on Circuits and Systems for Video Technology, Jun 2002, 12(6), pp. 535-544.&lt;br /&gt;
&lt;br /&gt;
* ITU-T Tutorial: [http://www.itu.int/ITU-T/studygroups/com09/docs/tutorial_opavc.pdf  Objective perceptual assessment of video quality: Full reference television], International Telecommunication Union, Geneva, Switzerland, 2004.&lt;br /&gt;
&lt;br /&gt;
* ITU-R Recommendation BT.500-11: [http://www.dii.unisi.it/~menegaz/DoctoralSchool2004/papers/ITU-R_BT.500-11.pdf Methodology for the subjective assessment of the quality of television pictures], International Telecommunication Union, Geneva, Switzerland, 2002.&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:doc_row.jpg&amp;diff=1915</id>
		<title>File:doc row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:doc_row.jpg&amp;diff=1915"/>
		<updated>2008-04-24T03:31:43Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Documentary&amp;diff=1914</id>
		<title>Documentary</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Documentary&amp;diff=1914"/>
		<updated>2008-04-24T03:28:52Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The CBC Documentary sequence, available from [http://nsl.cs.sfu.ca/video/library/Liverpool_Barcelona_F.wmv here], shows the story of a woman who has lost her house? This video has many shots and moves fast from one to the other.&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the first 1000 frames:&lt;br /&gt;
&lt;br /&gt;
[[Image:doc_row.jpg|600px|A 1% summary of the first 1000 frames]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Documentary&amp;diff=1913</id>
		<title>Documentary</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Documentary&amp;diff=1913"/>
		<updated>2008-04-24T03:28:22Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The CBC Documentary sequence, available from [http://nsl.cs.sfu.ca/video/library/Liverpool_Barcelona_F.wmv here], shows the story of a woman who has lost her house? This video has many shots and moves fast from one to the other.&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Barcelona&amp;diff=1912</id>
		<title>Barcelona</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Barcelona&amp;diff=1912"/>
		<updated>2008-04-24T03:26:28Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Barcelona vs. Liverpool sequence, available [http://nsl.cs.sfu.ca/video/library/Liverpool_Barcelona_F.wmv here] shows a soccer match between the two teams. &lt;br /&gt;
A 1% summary of the first 1000 frames:&lt;br /&gt;
&lt;br /&gt;
[[Image:barcelona_row.jpg|600px|A 1% summary of the first 1000 frames]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Barcelona&amp;diff=1911</id>
		<title>Barcelona</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Barcelona&amp;diff=1911"/>
		<updated>2008-04-24T03:26:09Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Barcelona vs. Liverpool sequence, available [http://nsl.cs.sfu.ca/video/library/ here] shows a soccer match between the two teams. &lt;br /&gt;
A 1% summary of the first 1000 frames:&lt;br /&gt;
&lt;br /&gt;
[[Image:barcelona_row.jpg|600px|A 1% summary of the first 1000 frames]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Barcelona&amp;diff=1910</id>
		<title>Barcelona</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Barcelona&amp;diff=1910"/>
		<updated>2008-04-24T03:24:57Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Barcelona vs. Liverpool sequence, available [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CREW_352x288_30_orig_01.yuv here] shows a soccer match between the two teams. &lt;br /&gt;
A 1% summary of the first 1000 frames:&lt;br /&gt;
&lt;br /&gt;
[[Image:barcelona_row.jpg|600px|A 1% summary of the first 1000 frames]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:barcelona_row.jpg&amp;diff=1909</id>
		<title>File:barcelona row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:barcelona_row.jpg&amp;diff=1909"/>
		<updated>2008-04-24T03:24:40Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Barcelona&amp;diff=1908</id>
		<title>Barcelona</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Barcelona&amp;diff=1908"/>
		<updated>2008-04-24T03:24:23Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Barcelona vs. Liverpool sequence, available [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CREW_352x288_30_orig_01.yuv here] shows a soccer match between the two teams. &lt;br /&gt;
A 1% summary of the first 1000 frames:&lt;br /&gt;
&lt;br /&gt;
[[Image:barcelona_row.jpg|740px|A 1% summary of the first 1000 frames]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Barcelona&amp;diff=1907</id>
		<title>Barcelona</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Barcelona&amp;diff=1907"/>
		<updated>2008-04-24T03:24:17Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Barcelona vs. Liverpool sequence, available [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CREW_352x288_30_orig_01.yuv here] shows a soccer match between the two teams. &lt;br /&gt;
A 1% summary of the first 1000 frames:&lt;br /&gt;
[[Image:barcelona_row.jpg|740px|A 1% summary of the first 1000 frames]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1906</id>
		<title>CanVid</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1906"/>
		<updated>2008-04-24T03:20:02Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;'''CanVid: Content- and Network-aware Video Processing---Summarization, Streaming, and Encoding'''&lt;br /&gt;
&lt;br /&gt;
We are designing adaptive streaming algorithms that are based on the visual content of the video streams. The goal is to adaptively transmit the most important frames to clients to yield the best quality. Several ideas are being explored, including: real time and offline processing of video streams, summarization of sports videos, and adaptation of multi-layer scalable video streams. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== People ==&lt;br /&gt;
&lt;br /&gt;
* [http://www.cs.sfu.ca/~mhefeeda/ Mohamed Hefeeda] (Assistant Professor)&lt;br /&gt;
&lt;br /&gt;
* [http://www.umiacs.umd.edu/~wamageed/ Wael Abd-Almageed] (Assistant Research Scientist at UMD)&lt;br /&gt;
&lt;br /&gt;
* Majid Bagheri (PhD Student)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Hierarchical Video Surveillance ==&lt;br /&gt;
&lt;br /&gt;
brief intro ...&lt;br /&gt;
&lt;br /&gt;
== Sample Results on Summarization == &lt;br /&gt;
&lt;br /&gt;
=== Surveillance Videos ===&lt;br /&gt;
&lt;br /&gt;
* [[Car Surveillance | Car Surveillance]]&lt;br /&gt;
&lt;br /&gt;
=== Sports Videos ===&lt;br /&gt;
&lt;br /&gt;
* [[Soccer| Soccer]]&lt;br /&gt;
* [[Football| Football]]&lt;br /&gt;
* [[Ice| Ice]]&lt;br /&gt;
* [[Barcelona| Barcelona vs. Liverpool]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== General and Miscellaneous ===&lt;br /&gt;
&lt;br /&gt;
* [[Foreman | Foreman]]&lt;br /&gt;
* [[Bus | Bus]]&lt;br /&gt;
* [[City | City]]&lt;br /&gt;
* [[Crew | Crew]]&lt;br /&gt;
* [[Harbour | Harbour]]&lt;br /&gt;
* [[Mobile | Mobile]]&lt;br /&gt;
* [[Documentary| CBC Documentary]]&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==  [[Private:discussion| Discussion and Random Ideas (Login Required)]] ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== References and Links== &lt;br /&gt;
&lt;br /&gt;
* Sanghoon Sull, Jung-Rim Kim, Yunam Kim, Hyun Sung Chang, Sang Uk Lee, [http://mpeg.korea.ac.kr/publication/international.php Scalable Hierarchical Video Summary and Search], Proc. SPIE, Vol. 4315, Storage and Retrieval for Media Databases, pp.553-561, Jan 2001. [[media:spie2001.pdf | local copy]]&lt;br /&gt;
&lt;br /&gt;
* B. Troung and S. Venkatesh, [http://portal.acm.org/ft_gateway.cfm?id=1198305&amp;amp;type=pdf&amp;amp;coll=GUIDE&amp;amp;dl=GUIDE&amp;amp;CFID=23556435&amp;amp;CFTOKEN=82587997  Video abstraction: A systematic review and classification], ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), Feb 2007, 3(1)&lt;br /&gt;
&lt;br /&gt;
* Y. Gong and X. Liu, [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=854772 Video summarization using singular value decomposition], in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, Hilton Head Island, SC, June 2000, pp. 174–180.&lt;br /&gt;
&lt;br /&gt;
* K. Tan, R. Ribier, S. Liou, [http://portal.acm.org/citation.cfm?id=500141.500227 Content-sensitive video streaming over low bitrate and lossy wireless network], ACM Multimedia 2001.&lt;br /&gt;
&lt;br /&gt;
*  X. Zhou,  S. Liou,  [http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1013858 Optimal nonlinear sampling for video streaming at low bit rates], IEEE Transactions on Circuits and Systems for Video Technology, Jun 2002, 12(6), pp. 535-544.&lt;br /&gt;
&lt;br /&gt;
* ITU-T Tutorial: [http://www.itu.int/ITU-T/studygroups/com09/docs/tutorial_opavc.pdf  Objective perceptual assessment of video quality: Full reference television], International Telecommunication Union, Geneva, Switzerland, 2004.&lt;br /&gt;
&lt;br /&gt;
* ITU-R Recommendation BT.500-11: [http://www.dii.unisi.it/~menegaz/DoctoralSchool2004/papers/ITU-R_BT.500-11.pdf Methodology for the subjective assessment of the quality of television pictures], International Telecommunication Union, Geneva, Switzerland, 2002.&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Ice&amp;diff=1905</id>
		<title>Ice</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Ice&amp;diff=1905"/>
		<updated>2008-04-24T03:19:13Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Ice sequence, available publicly, shows a public ice skating rink. A couple are in the scene, a group of kids skate into the scene from left and the couple leaves the scene to the right. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/ICE_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Ice sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:ice_row.jpg|300px|A 1% summary of the Ice sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:ice_row.jpg&amp;diff=1904</id>
		<title>File:ice row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:ice_row.jpg&amp;diff=1904"/>
		<updated>2008-04-24T03:19:03Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Ice&amp;diff=1903</id>
		<title>Ice</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Ice&amp;diff=1903"/>
		<updated>2008-04-24T03:18:47Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Ice sequence, available publicly, shows a public ice skating rink. A couple are in the scene, a group of kids skate into the scene from left and the couple leaves the scene to the right. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/ICE_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Ice sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:ice_row.jpg|450px|A 1% summary of the Ice sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Ice&amp;diff=1902</id>
		<title>Ice</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Ice&amp;diff=1902"/>
		<updated>2008-04-24T03:18:36Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Ice sequence, available publicly, shows a public ice skating rink. A couple are in the scene, a group of kids skate into the scene from left and the couple leaves the scene to the right.&lt;br /&gt;
&lt;br /&gt;
[http://nsl.cs.sfu.ca/video/library/YUV/CIF/ICE_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Ice sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:ice_row.jpg|450px|A 1% summary of the Ice sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Football&amp;diff=1901</id>
		<title>Football</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Football&amp;diff=1901"/>
		<updated>2008-04-24T03:16:06Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Football sequence, available publicly, shows a segment of a football match. A yellow player has the ball, while running across the field he is confronted by many white players and loses the ball. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOOTBALL_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Football sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:football_row.jpg|450px|A 1% summary of the Football sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:football_row.jpg&amp;diff=1900</id>
		<title>File:football row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:football_row.jpg&amp;diff=1900"/>
		<updated>2008-04-24T03:14:54Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Football&amp;diff=1899</id>
		<title>Football</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Football&amp;diff=1899"/>
		<updated>2008-04-24T03:14:37Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Football sequence, available publicly, shows a segment of a football match. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOOTBALL_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Football sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:football_row.jpg|450px|A 1% summary of the Football sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Soccer&amp;diff=1898</id>
		<title>Soccer</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Soccer&amp;diff=1898"/>
		<updated>2008-04-24T03:12:40Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Soccer sequence, available publicly, shows a portion of a soccer game. Red players start off pass the ball and it is intercepted by a blue player which falls on the ground after kicking the ball. &lt;br /&gt;
[http://nsl.cs.sfu.ca/video/library/YUV/CIF/SOCCER_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Soccer sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:soccer_row.jpg|450px|A 1% summary of the Soccer sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:soccer_row.jpg&amp;diff=1897</id>
		<title>File:soccer row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:soccer_row.jpg&amp;diff=1897"/>
		<updated>2008-04-24T03:12:15Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Soccer&amp;diff=1896</id>
		<title>Soccer</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Soccer&amp;diff=1896"/>
		<updated>2008-04-24T03:11:42Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Soccer sequence, available publicly, shows a portion of a soccer game. Red players start off pass the ball and it is intercepted by a blue player which falls on the ground after kicking the ball. &lt;br /&gt;
[http://nsl.cs.sfu.ca/video/library/YUV/CIF/SOCCER_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Soccer sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:soccer_row.jpg|740px|A 1% summary of the Soccer sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1895</id>
		<title>CanVid</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1895"/>
		<updated>2008-04-24T03:09:35Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;'''CanVid: Content- and Network-aware Video Processing---Summarization, Streaming, and Encoding'''&lt;br /&gt;
&lt;br /&gt;
We are designing adaptive streaming algorithms that are based on the visual content of the video streams. The goal is to adaptively transmit the most important frames to clients to yield the best quality. Several ideas are being explored, including: real time and offline processing of video streams, summarization of sports videos, and adaptation of multi-layer scalable video streams. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== People ==&lt;br /&gt;
&lt;br /&gt;
* [http://www.cs.sfu.ca/~mhefeeda/ Mohamed Hefeeda] (Assistant Professor)&lt;br /&gt;
&lt;br /&gt;
* [http://www.umiacs.umd.edu/~wamageed/ Wael Abd-Almageed] (Assistant Research Scientist at UMD)&lt;br /&gt;
&lt;br /&gt;
* Majid Bagheri (PhD Student)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Hierarchical Video Surveillance ==&lt;br /&gt;
&lt;br /&gt;
brief intro ...&lt;br /&gt;
&lt;br /&gt;
== Sample Results on Summarization == &lt;br /&gt;
&lt;br /&gt;
=== Surveillance Videos ===&lt;br /&gt;
&lt;br /&gt;
* [[Car Surveillance | Car Surveillance]]&lt;br /&gt;
&lt;br /&gt;
=== Sports Videos ===&lt;br /&gt;
&lt;br /&gt;
* [[Soccer| Soccer]]&lt;br /&gt;
* [[Barcelona| Barcelona vs. Liverpool]]&lt;br /&gt;
* [[Football| Football]]&lt;br /&gt;
* [[Ice| Ice]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== General and Miscellaneous ===&lt;br /&gt;
&lt;br /&gt;
* [[Foreman | Foreman]]&lt;br /&gt;
* [[Bus | Bus]]&lt;br /&gt;
* [[City | City]]&lt;br /&gt;
* [[Crew | Crew]]&lt;br /&gt;
* [[Harbour | Harbour]]&lt;br /&gt;
* [[Mobile | Mobile]]&lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==  [[Private:discussion| Discussion and Random Ideas (Login Required)]] ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== References and Links== &lt;br /&gt;
&lt;br /&gt;
* Sanghoon Sull, Jung-Rim Kim, Yunam Kim, Hyun Sung Chang, Sang Uk Lee, [http://mpeg.korea.ac.kr/publication/international.php Scalable Hierarchical Video Summary and Search], Proc. SPIE, Vol. 4315, Storage and Retrieval for Media Databases, pp.553-561, Jan 2001. [[media:spie2001.pdf | local copy]]&lt;br /&gt;
&lt;br /&gt;
* B. Troung and S. Venkatesh, [http://portal.acm.org/ft_gateway.cfm?id=1198305&amp;amp;type=pdf&amp;amp;coll=GUIDE&amp;amp;dl=GUIDE&amp;amp;CFID=23556435&amp;amp;CFTOKEN=82587997  Video abstraction: A systematic review and classification], ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), Feb 2007, 3(1)&lt;br /&gt;
&lt;br /&gt;
* Y. Gong and X. Liu, [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=854772 Video summarization using singular value decomposition], in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, Hilton Head Island, SC, June 2000, pp. 174–180.&lt;br /&gt;
&lt;br /&gt;
* K. Tan, R. Ribier, S. Liou, [http://portal.acm.org/citation.cfm?id=500141.500227 Content-sensitive video streaming over low bitrate and lossy wireless network], ACM Multimedia 2001.&lt;br /&gt;
&lt;br /&gt;
*  X. Zhou,  S. Liou,  [http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1013858 Optimal nonlinear sampling for video streaming at low bit rates], IEEE Transactions on Circuits and Systems for Video Technology, Jun 2002, 12(6), pp. 535-544.&lt;br /&gt;
&lt;br /&gt;
* ITU-T Tutorial: [http://www.itu.int/ITU-T/studygroups/com09/docs/tutorial_opavc.pdf  Objective perceptual assessment of video quality: Full reference television], International Telecommunication Union, Geneva, Switzerland, 2004.&lt;br /&gt;
&lt;br /&gt;
* ITU-R Recommendation BT.500-11: [http://www.dii.unisi.it/~menegaz/DoctoralSchool2004/papers/ITU-R_BT.500-11.pdf Methodology for the subjective assessment of the quality of television pictures], International Telecommunication Union, Geneva, Switzerland, 2002.&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:surveillance_row.jpg&amp;diff=1894</id>
		<title>File:surveillance row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:surveillance_row.jpg&amp;diff=1894"/>
		<updated>2008-04-24T03:07:46Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Car_Surveillance&amp;diff=1893</id>
		<title>Car Surveillance</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Car_Surveillance&amp;diff=1893"/>
		<updated>2008-04-24T03:07:31Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Car surveillance sequence taken from [http://videos.cctvcamerapros.com/category/surveillance-video-samples CCTV Camera Pros] shows a mini van, someone approaches the car, steals something from inside and runs away.&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Car Surveillance sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:surveillance_row.jpg|600px|A 1% summary of the Car Surveillance sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1892</id>
		<title>CanVid</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1892"/>
		<updated>2008-04-24T03:04:40Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;'''CanVid: Content- and Network-aware Video Processing---Summarization, Streaming, and Encoding'''&lt;br /&gt;
&lt;br /&gt;
We are designing adaptive streaming algorithms that are based on the visual content of the video streams. The goal is to adaptively transmit the most important frames to clients to yield the best quality. Several ideas are being explored, including: real time and offline processing of video streams, summarization of sports videos, and adaptation of multi-layer scalable video streams. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== People ==&lt;br /&gt;
&lt;br /&gt;
* [http://www.cs.sfu.ca/~mhefeeda/ Mohamed Hefeeda] (Assistant Professor)&lt;br /&gt;
&lt;br /&gt;
* [http://www.umiacs.umd.edu/~wamageed/ Wael Abd-Almageed] (Assistant Research Scientist at UMD)&lt;br /&gt;
&lt;br /&gt;
* Majid Bagheri (PhD Student)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Hierarchical Video Surveillance ==&lt;br /&gt;
&lt;br /&gt;
brief intro ...&lt;br /&gt;
&lt;br /&gt;
== Sample Results on Summarization == &lt;br /&gt;
&lt;br /&gt;
=== Surveillance Videos ===&lt;br /&gt;
&lt;br /&gt;
* [[Car Surveillance | Car Surveillance]]&lt;br /&gt;
&lt;br /&gt;
=== Sports Videos ===&lt;br /&gt;
&lt;br /&gt;
* &lt;br /&gt;
&lt;br /&gt;
=== General and Miscellaneous ===&lt;br /&gt;
&lt;br /&gt;
* [[Foreman | Foreman]]&lt;br /&gt;
* [[Bus | Bus]]&lt;br /&gt;
* [[City | City]]&lt;br /&gt;
* [[Crew | Crew]]&lt;br /&gt;
* [[Harbour | Harbour]]&lt;br /&gt;
* [[Mobile | Mobile]]&lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==  [[Private:discussion| Discussion and Random Ideas (Login Required)]] ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== References and Links== &lt;br /&gt;
&lt;br /&gt;
* Sanghoon Sull, Jung-Rim Kim, Yunam Kim, Hyun Sung Chang, Sang Uk Lee, [http://mpeg.korea.ac.kr/publication/international.php Scalable Hierarchical Video Summary and Search], Proc. SPIE, Vol. 4315, Storage and Retrieval for Media Databases, pp.553-561, Jan 2001. [[media:spie2001.pdf | local copy]]&lt;br /&gt;
&lt;br /&gt;
* B. Troung and S. Venkatesh, [http://portal.acm.org/ft_gateway.cfm?id=1198305&amp;amp;type=pdf&amp;amp;coll=GUIDE&amp;amp;dl=GUIDE&amp;amp;CFID=23556435&amp;amp;CFTOKEN=82587997  Video abstraction: A systematic review and classification], ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), Feb 2007, 3(1)&lt;br /&gt;
&lt;br /&gt;
* Y. Gong and X. Liu, [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=854772 Video summarization using singular value decomposition], in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, Hilton Head Island, SC, June 2000, pp. 174–180.&lt;br /&gt;
&lt;br /&gt;
* K. Tan, R. Ribier, S. Liou, [http://portal.acm.org/citation.cfm?id=500141.500227 Content-sensitive video streaming over low bitrate and lossy wireless network], ACM Multimedia 2001.&lt;br /&gt;
&lt;br /&gt;
*  X. Zhou,  S. Liou,  [http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1013858 Optimal nonlinear sampling for video streaming at low bit rates], IEEE Transactions on Circuits and Systems for Video Technology, Jun 2002, 12(6), pp. 535-544.&lt;br /&gt;
&lt;br /&gt;
* ITU-T Tutorial: [http://www.itu.int/ITU-T/studygroups/com09/docs/tutorial_opavc.pdf  Objective perceptual assessment of video quality: Full reference television], International Telecommunication Union, Geneva, Switzerland, 2004.&lt;br /&gt;
&lt;br /&gt;
* ITU-R Recommendation BT.500-11: [http://www.dii.unisi.it/~menegaz/DoctoralSchool2004/papers/ITU-R_BT.500-11.pdf Methodology for the subjective assessment of the quality of television pictures], International Telecommunication Union, Geneva, Switzerland, 2002.&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1891</id>
		<title>CanVid</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1891"/>
		<updated>2008-04-24T03:04:27Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;'''CanVid: Content- and Network-aware Video Processing---Summarization, Streaming, and Encoding'''&lt;br /&gt;
&lt;br /&gt;
We are designing adaptive streaming algorithms that are based on the visual content of the video streams. The goal is to adaptively transmit the most important frames to clients to yield the best quality. Several ideas are being explored, including: real time and offline processing of video streams, summarization of sports videos, and adaptation of multi-layer scalable video streams. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== People ==&lt;br /&gt;
&lt;br /&gt;
* [http://www.cs.sfu.ca/~mhefeeda/ Mohamed Hefeeda] (Assistant Professor)&lt;br /&gt;
&lt;br /&gt;
* [http://www.umiacs.umd.edu/~wamageed/ Wael Abd-Almageed] (Assistant Research Scientist at UMD)&lt;br /&gt;
&lt;br /&gt;
* Majid Bagheri (PhD Student)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Hierarchical Video Surveillance ==&lt;br /&gt;
&lt;br /&gt;
brief intro ...&lt;br /&gt;
&lt;br /&gt;
== Sample Results on Summarization == &lt;br /&gt;
&lt;br /&gt;
=== Surveillance Videos ===&lt;br /&gt;
&lt;br /&gt;
* [[Car Surveillance | Car Surveillance]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Sports Videos ===&lt;br /&gt;
&lt;br /&gt;
* &lt;br /&gt;
&lt;br /&gt;
=== General and Miscellaneous ===&lt;br /&gt;
&lt;br /&gt;
* [[Foreman | Foreman]]&lt;br /&gt;
* [[Bus | Bus]]&lt;br /&gt;
* [[City | City]]&lt;br /&gt;
* [[Crew | Crew]]&lt;br /&gt;
* [[Harbour | Harbour]]&lt;br /&gt;
* [[Mobile | Mobile]]&lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==  [[Private:discussion| Discussion and Random Ideas (Login Required)]] ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== References and Links== &lt;br /&gt;
&lt;br /&gt;
* Sanghoon Sull, Jung-Rim Kim, Yunam Kim, Hyun Sung Chang, Sang Uk Lee, [http://mpeg.korea.ac.kr/publication/international.php Scalable Hierarchical Video Summary and Search], Proc. SPIE, Vol. 4315, Storage and Retrieval for Media Databases, pp.553-561, Jan 2001. [[media:spie2001.pdf | local copy]]&lt;br /&gt;
&lt;br /&gt;
* B. Troung and S. Venkatesh, [http://portal.acm.org/ft_gateway.cfm?id=1198305&amp;amp;type=pdf&amp;amp;coll=GUIDE&amp;amp;dl=GUIDE&amp;amp;CFID=23556435&amp;amp;CFTOKEN=82587997  Video abstraction: A systematic review and classification], ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), Feb 2007, 3(1)&lt;br /&gt;
&lt;br /&gt;
* Y. Gong and X. Liu, [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=854772 Video summarization using singular value decomposition], in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, Hilton Head Island, SC, June 2000, pp. 174–180.&lt;br /&gt;
&lt;br /&gt;
* K. Tan, R. Ribier, S. Liou, [http://portal.acm.org/citation.cfm?id=500141.500227 Content-sensitive video streaming over low bitrate and lossy wireless network], ACM Multimedia 2001.&lt;br /&gt;
&lt;br /&gt;
*  X. Zhou,  S. Liou,  [http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1013858 Optimal nonlinear sampling for video streaming at low bit rates], IEEE Transactions on Circuits and Systems for Video Technology, Jun 2002, 12(6), pp. 535-544.&lt;br /&gt;
&lt;br /&gt;
* ITU-T Tutorial: [http://www.itu.int/ITU-T/studygroups/com09/docs/tutorial_opavc.pdf  Objective perceptual assessment of video quality: Full reference television], International Telecommunication Union, Geneva, Switzerland, 2004.&lt;br /&gt;
&lt;br /&gt;
* ITU-R Recommendation BT.500-11: [http://www.dii.unisi.it/~menegaz/DoctoralSchool2004/papers/ITU-R_BT.500-11.pdf Methodology for the subjective assessment of the quality of television pictures], International Telecommunication Union, Geneva, Switzerland, 2002.&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:mobile_row.jpg&amp;diff=1890</id>
		<title>File:mobile row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:mobile_row.jpg&amp;diff=1890"/>
		<updated>2008-04-24T03:02:33Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Mobile&amp;diff=1889</id>
		<title>Mobile</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Mobile&amp;diff=1889"/>
		<updated>2008-04-24T03:02:24Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Mobile sequence, available publicly, shows a toy train moving from right to left pushing a red ball forward. A wall calendar is in the background but slowly moves out of the scene as the camera pans to the left. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/MOBILE_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Mobile sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:mobile_row.jpg|450px|A 1% summary of the Mobile sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Harbour&amp;diff=1888</id>
		<title>Harbour</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Harbour&amp;diff=1888"/>
		<updated>2008-04-24T02:59:27Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Harbour sequence, available publicly, is a waterfront view where a red boat and a white one sail from right to left followed by a black boat enters the scene from left. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/HARBOUR_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Harbour sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:harbour_row.jpg|450px|A 1% summary of the Harbour sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Harbour&amp;diff=1887</id>
		<title>Harbour</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Harbour&amp;diff=1887"/>
		<updated>2008-04-24T02:58:58Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Harbour sequence, available publicly, is a waterfront view where a red boat and a white one sail from right to left and a black boat enters the scene from left. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/HARBOUR_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Harbour sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:harbour_row.jpg|450px|A 1% summary of the Harbour sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Harbour&amp;diff=1886</id>
		<title>Harbour</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Harbour&amp;diff=1886"/>
		<updated>2008-04-24T02:58:16Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Harbour sequence, available publicly, is a waterfront view where two boats sail from right to left and one enters from the scene left. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/HARBOUR_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Harbour sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:harbour_row.jpg|450px|A 1% summary of the Harbour sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:harbour_row.jpg&amp;diff=1885</id>
		<title>File:harbour row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:harbour_row.jpg&amp;diff=1885"/>
		<updated>2008-04-24T02:57:57Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Harbour&amp;diff=1884</id>
		<title>Harbour</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Harbour&amp;diff=1884"/>
		<updated>2008-04-24T02:57:47Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Harbour sequence, available publicly, is a waterfront view where two boats sail from right to left and one enters from the scene left. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/HARBOUR_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Harbour sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:harbour_row.jpg|740px|A 1% summary of the Harbour sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Crew&amp;diff=1883</id>
		<title>Crew</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Crew&amp;diff=1883"/>
		<updated>2008-04-24T02:56:06Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Crew sequence, available publicly, shows a space shuttle crew in orange jumpsuits waving and walking by. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CREW_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Crew sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:crew_row.jpg|740px|A 1% summary of the Crew sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Crew&amp;diff=1882</id>
		<title>Crew</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Crew&amp;diff=1882"/>
		<updated>2008-04-24T02:55:47Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Crew sequence, available publicly, shows a space shuttle crew in orange jumpsuits waving and walking by. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CREW_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Crew sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:crew_row.jpg|750px|A 1% summary of the Crew sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:crew_row.jpg&amp;diff=1881</id>
		<title>File:crew row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:crew_row.jpg&amp;diff=1881"/>
		<updated>2008-04-24T02:55:25Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Crew&amp;diff=1880</id>
		<title>Crew</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Crew&amp;diff=1880"/>
		<updated>2008-04-24T02:55:15Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Crew sequence, available publicly, shows a space shuttle crew in orange jumpsuits waving and walking by. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CREW_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Crew sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:crew_row.jpg|300px|A 1% summary of the Bus sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=City&amp;diff=1879</id>
		<title>City</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=City&amp;diff=1879"/>
		<updated>2008-04-24T02:53:27Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The City sequence, available publicly, shows a top view from sky scrappers while the camera is rotating. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/CITY_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the City sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:city_row.jpg|450px|A 1% summary of the City sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=City&amp;diff=1878</id>
		<title>City</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=City&amp;diff=1878"/>
		<updated>2008-04-24T02:53:08Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The City sequence, available publicly, shows a top view from sky scrappers while the camera is rotating. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOREMAN_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the City sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:city_row.jpg|450px|A 1% summary of the City sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:city_row.jpg&amp;diff=1877</id>
		<title>File:city row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:city_row.jpg&amp;diff=1877"/>
		<updated>2008-04-24T02:52:55Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=City&amp;diff=1876</id>
		<title>City</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=City&amp;diff=1876"/>
		<updated>2008-04-24T02:52:44Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The City sequence, available publicly, shows a top view from sky scrappers while the camera is rotating. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOREMAN_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the City sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:city_row.jpg|600px|A 1% summary of the City sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Bus&amp;diff=1875</id>
		<title>Bus</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Bus&amp;diff=1875"/>
		<updated>2008-04-24T02:51:33Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Bus sequence, available publicly, shows a white bus passing by and a brown van speeding up to pass. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/BUS_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Bus sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:bus_row.jpg|300px|A 1% summary of the Bus sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Foreman&amp;diff=1874</id>
		<title>Foreman</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Foreman&amp;diff=1874"/>
		<updated>2008-04-24T02:51:16Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Foreman sequence, available publicly, shows closeup of a talking man followed by a camera panning and view of a building being constructed. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/FOREMAN_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Foreman sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:foreman_row.jpg|600px|A 1% summary of the Foreman sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1873</id>
		<title>CanVid</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=CanVid&amp;diff=1873"/>
		<updated>2008-04-24T02:50:40Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;'''CanVid: Content- and Network-aware Video Processing---Summarization, Streaming, and Encoding'''&lt;br /&gt;
&lt;br /&gt;
We are designing adaptive streaming algorithms that are based on the visual content of the video streams. The goal is to adaptively transmit the most important frames to clients to yield the best quality. Several ideas are being explored, including: real time and offline processing of video streams, summarization of sports videos, and adaptation of multi-layer scalable video streams. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== People ==&lt;br /&gt;
&lt;br /&gt;
* [http://www.cs.sfu.ca/~mhefeeda/ Mohamed Hefeeda] (Assistant Professor)&lt;br /&gt;
&lt;br /&gt;
* [http://www.umiacs.umd.edu/~wamageed/ Wael Abd-Almageed] (Assistant Research Scientist at UMD)&lt;br /&gt;
&lt;br /&gt;
* Majid Bagheri (PhD Student)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Hierarchical Video Surveillance ==&lt;br /&gt;
&lt;br /&gt;
brief intro ...&lt;br /&gt;
&lt;br /&gt;
== Sample Results on Summarization == &lt;br /&gt;
&lt;br /&gt;
=== Surveillance Videos ===&lt;br /&gt;
&lt;br /&gt;
* &lt;br /&gt;
&lt;br /&gt;
* &lt;br /&gt;
&lt;br /&gt;
=== Sports Videos ===&lt;br /&gt;
&lt;br /&gt;
* &lt;br /&gt;
&lt;br /&gt;
=== General and Miscellaneous ===&lt;br /&gt;
&lt;br /&gt;
* [[Foreman | Foreman]]&lt;br /&gt;
* [[Bus | Bus]]&lt;br /&gt;
* [[City | City]]&lt;br /&gt;
* [[Crew | Crew]]&lt;br /&gt;
* [[Harbour | Harbour]]&lt;br /&gt;
* [[Mobile | Mobile]]&lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==  [[Private:discussion| Discussion and Random Ideas (Login Required)]] ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== References and Links== &lt;br /&gt;
&lt;br /&gt;
* Sanghoon Sull, Jung-Rim Kim, Yunam Kim, Hyun Sung Chang, Sang Uk Lee, [http://mpeg.korea.ac.kr/publication/international.php Scalable Hierarchical Video Summary and Search], Proc. SPIE, Vol. 4315, Storage and Retrieval for Media Databases, pp.553-561, Jan 2001. [[media:spie2001.pdf | local copy]]&lt;br /&gt;
&lt;br /&gt;
* B. Troung and S. Venkatesh, [http://portal.acm.org/ft_gateway.cfm?id=1198305&amp;amp;type=pdf&amp;amp;coll=GUIDE&amp;amp;dl=GUIDE&amp;amp;CFID=23556435&amp;amp;CFTOKEN=82587997  Video abstraction: A systematic review and classification], ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), Feb 2007, 3(1)&lt;br /&gt;
&lt;br /&gt;
* Y. Gong and X. Liu, [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=854772 Video summarization using singular value decomposition], in Proc. of IEEE Conference on Computer Vision and Pattern Recognition, Hilton Head Island, SC, June 2000, pp. 174–180.&lt;br /&gt;
&lt;br /&gt;
* K. Tan, R. Ribier, S. Liou, [http://portal.acm.org/citation.cfm?id=500141.500227 Content-sensitive video streaming over low bitrate and lossy wireless network], ACM Multimedia 2001.&lt;br /&gt;
&lt;br /&gt;
*  X. Zhou,  S. Liou,  [http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1013858 Optimal nonlinear sampling for video streaming at low bit rates], IEEE Transactions on Circuits and Systems for Video Technology, Jun 2002, 12(6), pp. 535-544.&lt;br /&gt;
&lt;br /&gt;
* ITU-T Tutorial: [http://www.itu.int/ITU-T/studygroups/com09/docs/tutorial_opavc.pdf  Objective perceptual assessment of video quality: Full reference television], International Telecommunication Union, Geneva, Switzerland, 2004.&lt;br /&gt;
&lt;br /&gt;
* ITU-R Recommendation BT.500-11: [http://www.dii.unisi.it/~menegaz/DoctoralSchool2004/papers/ITU-R_BT.500-11.pdf Methodology for the subjective assessment of the quality of television pictures], International Telecommunication Union, Geneva, Switzerland, 2002.&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=Bus&amp;diff=1872</id>
		<title>Bus</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=Bus&amp;diff=1872"/>
		<updated>2008-04-24T02:49:14Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Bus sequence, available publicly, shows a white bus passing by and a brown van speeding up to pass. The actual seqeunce is available publicly. [http://nsl.cs.sfu.ca/video/library/YUV/CIF/BUS_352x288_30_orig_01.yuv Local Copy]&lt;br /&gt;
&lt;br /&gt;
A 1% summary of the Bus sequence:&lt;br /&gt;
&lt;br /&gt;
[[Image:bus_row.jpg|300px|A 1% summary of the Bus sequence]]&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
	<entry>
		<id>https://nmsl.cs.sfu.ca/index.php?title=File:bus_row.jpg&amp;diff=1871</id>
		<title>File:bus row.jpg</title>
		<link rel="alternate" type="text/html" href="https://nmsl.cs.sfu.ca/index.php?title=File:bus_row.jpg&amp;diff=1871"/>
		<updated>2008-04-24T02:48:51Z</updated>

		<summary type="html">&lt;p&gt;Mbagheri: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Mbagheri</name></author>
	</entry>
</feed>