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Semantic video summarization in compressed domain MPEG video

J.C.S. Yu, M.S. Kankanhalli, P. Mulhen
2003 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698)  
In this paper, we present a semantic summarization algorithm that interfaces with the metadata and that works in compressed domain, in particular MPEG-1 and MPEG-2 videos.  ...  In enabling a summarization algorithm through high-level semantic content, we try to address two major problems: First, we present the facility provided in the DVA system that allows the semiautomatic  ...  The summarization is done in compressed domain since the processing technique is comparable to the uncompressed domain and yet holds an advantage because of high speed.  ... 
doi:10.1109/icme.2003.1221315 dblp:conf/icmcs/YuKM03 fatcat:66ne7ndwmnhghix727nkwsmkbu

Distributing Sensitive Information in the MPEG-21 Multimedia Framework [chapter]

Nicholas Paul Sheppard
2010 The Handbook of MPEG Applications  
5.6.2 Summarization Units in MPEG-4 SVC 136 5.6.3 Extraction Process in MPEG-4 SVC 137 5.6.4 Including Summarization in the Framework 138 5.6.5 Further Use of MPEG-21 Tools 140 5.7 Experimental  ...  Archives 285 11.6.4 Implications 285 11.7 Related Research Work 286 11.8 Concluding Discussion 289 Acknowledgment 290 References 290 12 Domain Knowledge Representation in Semantic MPEG  ... 
doi:10.1002/9780470974582.ch18 fatcat:pb5emi26kjefjch2ed6mx7i2nm

Replay Scene Based Sports Video Abstraction [chapter]

Jian-quan Ouyang, Jin-tao Li, Yong-dong Zhang
2005 Lecture Notes in Computer Science  
It can achieve real time performance in the MPEG compressed domain, which is validated by experimental results.  ...  Further, in sports video, replay scene often demonstrates the highlight of the video. The detection of replay scene in the sports video is a key clue to sports video summarizing.  ...  In the MPEG compressed video pixel values are not available directly.  ... 
doi:10.1007/11540007_84 fatcat:lpvo7lyrb5bazexos7vjshj3gi

MPEG-7 meta-data enhanced encoder system for embedded systems

Kohtaro Asai, Hirofumi Nishikawa, Daiki Kudo, Ajay Divakaran, Sethuraman Panchanathan, Bhaskaran Vasudev
2004 Visual Communications and Image Processing 2004  
We extract features in the compressed domain with both video and audio, which allows us to add the meta-data extraction without altering the hardware architecture of the encoder core.  ...  We extract features in the compressed domain with both video and audio, which allows us to add the meta-data extraction without altering the hardware architecture of the encoder core.  ...  We have thus achieved a simple summarization enhancement based on audio-visual feature extraction in the compressed domain of a DVD recorder.  ... 
doi:10.1117/12.538253 dblp:conf/vcip/AsaiNKD04 fatcat:45z4sqbzy5gzdnej5adxv3hfqe

Video summarization and personalization for pervasive mobile devices

Belle L. Tseng, Ching-Yung Lin, John R. Smith, Minerva M. Yeung, Chung-Sheng Li, Rainer W. Lienhart
2001 Storage and Retrieval for Media Databases 2002  
We have designed and implemented a video semantic summarization system, which includes an MPEG-7 compliant annotation interface, a semantic summarization middleware, a real-time MPEG-1/2 video transcoder  ...  In our system, the complexity of multimedia compression and decompression algorithms is adaptively partitioned between the encoder and decoder.  ...  CONCLUSION In this paper, we describe our video semantic summarization system, which includes an MPEG-7 compliant annotation interface, a semantic summarization middleware, a real-time MPEG-1/2 video transcoder  ... 
doi:10.1117/12.451106 dblp:conf/spieSR/TsengLS02 fatcat:bv6hhmbm25dfbhf2yu437zc2em

Legal Multimedia Ontologies and Semantic Annotation for Search and Retrieval [chapter]

Jorge González-Conejero
2010 Approaches to Legal Ontologies  
These standards also permit to include the semantic annotation in the considered file formats, and to access to this information without the need to decompress the contained video or image.  ...  In this work, we study the possibilities of multimedia management and automatic annotation focused on legal domain.  ...  The state-of-the-art summarized in this work is fully applicable to the legal domain.  ... 
doi:10.1007/978-94-007-0120-5_15 fatcat:lwqonemid5frvi6qrwblgi7tk4

Using MPEG-7 and MPEG-21 for personalizing video

B.L. Tseng, Ching-Yung Lin, J.R. Smith
2004 IEEE Multimedia  
One of the most effective ways to do this is through using the MPEG-7 and MPEG-21 standards, which can help address the issues associated with designing a video personalization and summarization system  ...  in heterogeneous usage environments. 42  ...  of video summarization based on spatial and temporal compression of the original video sequence.  ... 
doi:10.1109/mmul.2004.1261105 fatcat:sp2nklqkbzavxdzefsqgqdgzqy

Compressed Domain Summarization of Digital Video [chapter]

C. M. Chew, M. S. Kankanhalli
2001 Lecture Notes in Computer Science  
In this paper, we present a video summarization algorithm that works in the compressed domain, in particular MPEG videos. The algorithm is based on an existing one used in the uncompressed domain.  ...  To adapt it for MPEG videos, we make use of a feature known as DC histogram that can be extracted from MPEG videos without full decompression.  ...  Summary We have presented a video summarization algorithm that operates directly in the compressed domain (MPEG videos) without employing shot detection techniques.  ... 
doi:10.1007/3-540-45453-5_63 fatcat:57uc7kld6zb6no6x7l6fadxwj4

Edge-based semantic classification of sports video sequences

M.H. Lee, S. Nepal, U. Srinivasan
2003 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698)  
We then use a multi-step approach to classify video sequences into meaningful semantic segments such as "goal", "foul", and "crowd" in basketball games using the "edgeness" criteria.  ...  We first propose an algorithm for detecting edges within video frames directly on the MPEG format without a decompression process.  ...  In this paper, we first present a fast algorithm for detecting edges of an object directly in MPEG compressed video.  ... 
doi:10.1109/icme.2003.1220878 dblp:conf/icmcs/LeeNS03 fatcat:bixsipczpnfi3hpp4v2yjwg4ka

User-aware Video Coding Based on Semantic Video Understanding and Enhancing [chapter]

Yu-Tzu Lin, Chia-Hu Chang
2011 Recent Advances on Video Coding  
Another important low-level feature for videos is motion extracted in the pixel or compression domain.  ...  Frequency domain transcoding Many video/image compression standards (e.g.  ...  The book concludes by exposing new advances in semantic video coding.  ... 
doi:10.5772/16498 fatcat:ponk5u6yjngr3ptllo4sjdqtoe

Video Content Modeling [chapter]

Tong Zhang, C.-C. Jay Kuo
2001 Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing  
Finally, a hypothetical CBVIR system is outlined in the concluding remarks, which exploits object-based representation of MPEG-4 compressed bitstream and uses multimodal features based on high-level description  ...  This paper provides an overview of different video content modeling techniques employed in existing content-based video indexing and retrieval (CBVIR) systems.  ...  B: Object Based Video Summarization As pointed out earlier, in conventional video abstraction and summarization schemes, keyframes are used to represent a shot.  ... 
doi:10.1007/978-1-4757-3339-6_2 fatcat:2cyk63bmcrgftd2hffsqsqhvai

Video Summarization Using Mpeg-7 Motion Activity and Audio Descriptors [chapter]

Ajay Divakaran, Kadir A. Peker, Regunathan Radhakrishnan, Ziyou Xiong, Romain Cabasson
2003 Video Mining  
The descriptor can be extracted in the compressed domain and is compact, and hence is easy to extract and match.  ...  The descriptor can be extracted in the compressed domain and is compact, and hence is easy to extract and match.  ...  Acknowledgments The authors would like to thank Padma Akella and Pradubkiat Bouklee for carrying out the basic design and implementation of the video browsing demonstration system.  ... 
doi:10.1007/978-1-4757-6928-9_4 fatcat:6kh4bg6ecbcw7j7an2tlgiuglq

Interoperable Content-based Access of Multimedia in Digital Libraries (invited talk)

John R. Smith
2000 DELOS Workshops / Conferences  
MPEG-7 provides a framework for self-describing digital multimedia that uses a common vocabulary to describe the features, semantics, structure and models of audio-visual content.  ...  Furthermore, digital multimedia libraries go well beyond traditional libraries in storing and indexing diverse and complex types of material consisting of images, video, graphics, audio and multimedia.  ...  The MPEG-7 View Partitions and Decompositions describe different partitions and decompositions of image, video and audio signals in the space and/or frequency domain.  ... 
dblp:conf/delos/Smith00 fatcat:4khrusz3g5e4hegggp3kmaxe7y

An Integrated Framework for Semantic Annotation and Adaptation

M. Bertini, R. Cucchiara, A. Del Bimbo, A. Prati
2005 Multimedia tools and applications  
In this paper we propose an unified framework for event-based and object-based semantic extraction from video and semantic on-line adaptation.  ...  Two cases of application, highlight detection and recognition from soccer videos and people behavior detection in domotic * applications, are analyzed and discussed.  ...  Many researchers refer to this technique as semantic transcoding.  ... 
doi:10.1007/s11042-005-0893-y fatcat:7b3irfm5enhxhg5nks2qpj7jju

Using MPEG standards for multimedia customization

João Magalhães, Fernando Pereira
2004 Signal processing. Image communication  
This paper addresses the problem of multimedia customization by (1) presenting the MPEG-7 multimedia content description standard and the MPEG-21 multimedia framework; (2) classifying multimedia customization  ...  The increasing terminal diversity, network heterogeneity and the pressure to satisfy the user preferences are raising the need for content to be customized in order to provide the user the best possible  ...  Format conversion using this technique entails a certain loss of quality, due to the encode-decode-encode processing chain. * Compressed domain adaptation: Compressed domain adaptation techniques offer  ... 
doi:10.1016/j.image.2004.02.004 fatcat:fb77gnxwrrhgjl33s77lnhetdi
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