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Face Sequence Matching with Certainty Factor Evaluation

Hiroshi Mo, Shin'ichi Satoh
2000 IAPR International Workshop on Machine Vision Applications  
It is expected that faces with not enough information for matching are excepted by the rejection mechanism taking advantage of certainty factor evaluation.  ...  This paper describes a method of robust face sequence matching with rejection mechanism.  ...  Acknowledgment This work is supported as the Grant-in-Aid for Creative Basic Research No.09NP1401: "Research on Multimedia Mediation Mechanism for Realiz* tion of Human-oriented Information Environments  ... 
dblp:conf/mva/MoS00 fatcat:mhfkxadt3fdrxdww2bgajhk6ea

A Novel Role-Based Movie Scene Segmentation Method [chapter]

Chao Liang, Yifan Zhang, Jian Cheng, Changsheng Xu, Hanqing Lu
2009 Lecture Notes in Computer Science  
However, previous methods are heavily relying on video content itself, which are lack of objective evaluation criterion and necessary semantic link due to the semantic gap.  ...  In this paper, we propose a novel role-based approach for movie scene segmentation using script.  ...  The main idea of our method is to map the text scene structure to the video content based on the role network analysis in both movie and script.  ... 
doi:10.1007/978-3-642-10467-1_82 fatcat:3x2ye4kggfbo5eecyfxqghy7ki

Travelmedia: An intelligent management system for media captured in travel

Wei-Ta Chu, Cheng-Jung Li, Sheng-Chun Tseng
2011 Journal of Visual Communication and Image Representation  
For face-name association, a face clustering module based on visual language models is constructed.  ...  To systematically segment travel videos of bad visual quality and significant motion, we explore correlation between photos and videos based on approximate visual word histogram matching.  ...  Acknowledgement The authors would like to thank Chia-Hung Lin, Ya-Lin Lee, and Che-Cheng Lin for their efforts on preliminary results of this work.  ... 
doi:10.1016/j.jvcir.2010.10.008 fatcat:yrn2n3rndjc6lp4wzbb5dozs74

Video copy detection using multiple visual cues and MPEG-7 descriptors

Onur Küçüktunç, Muhammet Baştan, Uğur Güdükbay, Özgür Ulusoy
2010 Journal of Visual Communication and Image Representation  
In activity subsequence matching part, a spatio-temporal sequence matching technique is employed to match video clips/segments that are similar in terms of activity.  ...  In facial shot matching part, a high-level face detector identifies facial frames/ shots in a video clip.  ...  The Sound and Vision video used in this work is provided solely for research purposes through the TREC Video Information Retrieval Evaluation Project Collection.  ... 
doi:10.1016/j.jvcir.2010.07.001 fatcat:t47schbbsnd2zmnh34ym3ikefe

Semantic Video Entity Linking Based on Visual Content and Metadata

Yuncheng Li, Xitong Yang, Jiebo Luo
2015 2015 IEEE International Conference on Computer Vision (ICCV)  
In order to properly handle large variations in visual content matching, we propose to use Multiple Instance Metric Learning to learn a "set to sequence" metric for this specific matching problem.  ...  Video entity linking, which connects online videos to the related entities in a semantic knowledge base, can enable a wide variety of video based applications including video retrieval and video recommendation  ...  Second, compared with other modalities, the rich and dynamic visual content in videos convey accurate video watching intent, at least for human brains.  ... 
doi:10.1109/iccv.2015.524 dblp:conf/iccv/LiYL15 fatcat:bh6qw3l7cjapvdq73bt7akk77a

Indexed Dataset from YouTube for a Content-Based Video Search Engine

Ahmad Adly, Islam Hegazy, Taha Elarif, M. S. Abdelwahab
2021 International Journal of Intelligent Computing and Information Sciences  
This paper introduces a novel large-scaled dataset based on YouTube video links to evaluate the proposed content-based video search engine, gathered 1088 videos, that represent more than 65 hours of video  ...  Video classification for the dataset was also imposed to expand the efficiency of retrieval of video-based queries.  ...  This is considered one of the major challenges facing video indexing systems, to build an optimum representation for the video record in a content-based video index database.  ... 
doi:10.21608/ijicis.2021.68816.1072 fatcat:sxnexngmrvalhk234sxcmmcfi4

Challenges of Image and Video Retrieval [chapter]

Michael S. Lew, Nicu Sebe, John P. Eakins
2002 Lecture Notes in Computer Science  
Bruijn and Lew [2] investigate multi-modal content-based browsing and searching methods for Peer2Peer retrieval systems. Their work targets the assumption  ...  The content of a region is then characterize by its self-saliency which describes its perceptual importance.  ...  Müller et al [37] compare different ways of evaluating the performance of content-based retrieval systems (CBIRSs) using a subset of the Corel images.  ... 
doi:10.1007/3-540-45479-9_1 fatcat:tq2btxvta5fchbkq4brug4qwqi

Face Recognition and Retrieval in Video [chapter]

Caifeng Shan
2010 Studies in Computational Intelligence  
Face recognition has also been considered in the content-based video retrieval setup, for example, character-based video search.  ...  Face recognition in unconstrained environments remains challenging for most practical applications.  ...  In [90] , Satoh presented comparative evaluation of face sequence matching methods in drama videos.  ... 
doi:10.1007/978-3-642-12900-1_9 fatcat:53dy35g7hzaaxocwoymcpad5s4

Video annotation of TV content using audiovisual information

Joao Mateus, Frederico Malheiro, Sofia Cavaco, Nuno Correia, Rui Jesus
2012 2012 International Conference on Multimedia Computing and Systems  
Content provider companies and televisions have large video archives but usually do not take full advantage of them.  ...  This metadata is obtained by applying several state of the art video processing methods applied to a real world challenge: cut detection, face detection and object identification.  ...  Once the video keyframes are annotated, it is possible to browse a large database of videos based on different concepts and have access The part of the algorithm that explores visual content gave evaluated  ... 
doi:10.1109/icmcs.2012.6320188 dblp:conf/icmcs2/MateusMC0J12 fatcat:k6jym3l2yvcjtnfjbluv6f4fuy

OVERVIEW OF FACE RECOGNITION TECHNIQUES

Ioan Buciu
2008 Journal of Electrical and Electronics Engineering  
This paper presents a brief survey onstate-of-the art methods used to cope with thischallenging task.  ...  Humans are able to rapidly and accuratelyrecognize familiar faces and identities under widelyvarying and difficult viewing conditions, such asilluminations changing, occlusion, scaling or rotation.Motivated  ...  Indexing this multimedia content by face detection, face tracking, face recognition, and face change detection is important to generate segments of coherent video content for video browsing, skimming,  ... 
doaj:60810f170e354a25b2d14abbde17f1f0 fatcat:k6qcosa6qfhi3oy4bpyq6hcyoa

Content-based load shedding in multimedia data stream management system

Rafal Maison, Maciej Zakrzewicz
2012 Foundations of Computing and Decision Sciences  
In this paper, we present a novel content-centered load shedding framework, based on searching and matching algorithms, for analysing video tuples arriving within multimedia data streams.  ...  The effectiveness of the framework has been verified using both artificial and real data video streams collected from monitoring devices.  ...  The less-similar frames are called key-frames and provide representative content for a given sequence within a video feed.  ... 
doi:10.2478/v10209-011-0007-8 fatcat:gmdyridvdrfpddz76bfjyq2lqu

Design of Video Retrieval System Using MPEG-7 Descriptors

Bin Liang, Wenbing Xiao, Xiang Liu
2012 Procedia Engineering  
The paper proposes a content-based video retrieval system designed using MPEG-7 (multimedia content description interface), which provides a standard description for a video.  ...  The proposed system is tested on three kinds of videos. Promising results are obtained in terms of both effectiveness and efficiency.  ...  Acknowledgements This work is supported by the Key Scientific and Technological Projects of Shanxi Province (No.20080322008). The authors would like to thank the reviewers for their valuable comments.  ... 
doi:10.1016/j.proeng.2012.01.354 fatcat:sjparyzbwba57d4firtkl7tfwu

VidCat: an image and video analysis service for personal media management

Lee Begeja, Eric Zavesky, Zhu Liu, David Gibbon, Raghuraman Gopalan, Behzad Shahraray, Cees G. M. Snoek, Lyndon S. Kennedy, Reiner Creutzburg, David Akopian, Dietmar Wüller, Kevin J. Matherson (+2 others)
2013 Multimedia Content and Mobile Devices  
Cloud-based storage and consumption of personal photos and videos provides increased accessibility, functionality, and satisfaction for mobile users.  ...  Evaluations for the effectiveness of the copy detection and face recognition algorithms on standard datasets are also discussed.  ...  UI and expedited search access, when compared to polling a service for each operation.  ... 
doi:10.1117/12.2008528 fatcat:wbh733alifgcvalphrctrpfjqa

Biometric Access Control for Digital Media Streams in Home Networks

Peter Corcoran, Frank Callaly, Alex Cucos
2007 2007 Digest of Technical Papers International Conference on Consumer Electronics  
A wireless rebroadcast system for IP-TV content was retrofitted with a combination of fingerprint authentication and face recognition modules.  ...  Methods for controlling access to digital media content in the home environment using biometric sensing techniques are described.  ...  to both the previous and next frames of the video sequence.  ... 
doi:10.1109/icce.2007.341387 fatcat:v63kwdi4erdnvifzbt7yc6hmke

Biometric Access Control for Digital Media Streams in Home Networks

Peter Corcoran, Claudia Iancu, Frank Callaly, Alex Cucos
2007 IEEE transactions on consumer electronics  
A wireless rebroadcast system for IP-TV content was retrofitted with a combination of fingerprint authentication and face recognition modules.  ...  Methods for controlling access to digital media content in the home environment using biometric sensing techniques are described.  ...  to both the previous and next frames of the video sequence.  ... 
doi:10.1109/tce.2007.4341566 fatcat:tiiwp5dc3rg7vplfpt2jzrtthi
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