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Multimedia information retrieval

Markus Schedl, Emilia Gómez, Masataka Goto
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
of visual changes with musical beats, music video generation, or automatic slideshow generation.  ...  The presented approaches are highly valuable for tasks such as automatic music video analysis and generation, musicsynchronized computer graphics, automated music playlist generation, personalized web  ... 
doi:10.1145/2502081.2502237 dblp:conf/mm/SchedlGG13 fatcat:korpleagovgrhjcnjq2cz3q6qu

Video Summarization: Survey

Suraj Fule
2019 International Journal for Research in Applied Science and Engineering Technology  
Sound information in videos plays an important role in shaping the user feelings and experience. When sound is not available in videos, text captions are used to provide sound information.  ...  However, standard text captions are not very expressive and efficient for non-verbal sounds because they are specifically designed to visualize speech sounds.  ...  The automatic annotation concept we present enables us to easily obtain a video annotated with sound words to enhance the video-watching experience. Such a concept has not been well explored yet.  ... 
doi:10.22214/ijraset.2019.5404 fatcat:rxjl4wfjlbdg3kr4n7bqc2x6cm

A study on video data mining

V. Vijayakumar, R. Nedunchezhian
2012 International Journal of Multimedia Information Retrieval  
Beginning with an overview of the video datamining literature, this paper concludes with the applications of video mining.  ...  Compared to the mining of other types of data, video data mining is still in its infancy. There are many challenging research problems existing with video mining.  ...  In supervised learning based on the annotated concepts for each video, the unclassified files are automatically categorized.  ... 
doi:10.1007/s13735-012-0016-2 fatcat:xuuf3w3b2rfcxlyevzndz6v62e

Detecting local semantic concepts in environmental sounds using Markov model based clustering

Keansub Lee, Daniel P. W. Ellis, Alexander C. Loui
2010 2010 IEEE International Conference on Acoustics, Speech and Signal Processing  
Detecting the time of occurrence of an acoustic event (for instance, a cheer) embedded in a longer soundtrack is useful and important for applications such as search and retrieval in consumer video archives  ...  for classifying real-world consumer recordings.  ...  MIL, originally developed for applications in drug discovery [1] , has been applied to content-based image retrieval, classification, and object detection [2, 3, 4] .  ... 
doi:10.1109/icassp.2010.5495915 dblp:conf/icassp/LeeEL10 fatcat:d47pw2akuja4pcopfyjtuzl2bq

A Survey on Web Multimedia Mining

Pravin M. Kamde, Siddu. P. Algur
2011 The International Journal of Multimedia & Its Applications  
Also in retrieval, indexing and classification of multimedia data with efficient information fusion of the different modalities is essential for the system's overall performance.  ...  Modern developments in digital media technologies has made transmitting and storing large amounts of multi/rich media data (e.g. text, images, music, video and their combination) more feasible and affordable  ...  sound videos including echocardiogram).  ... 
doi:10.5121/ijma.2011.3307 fatcat:dgvdft6tdra2lbdn6xkvr3ipsm

Novel Methods for Forensic Multimedia Data Analysis: Part I [chapter]

Petra Perner
2020 Digital Forensic Science [Working Title]  
In this chapter, we are proposing a new concept for new multimedia processing techniques for varied multimedia sources. We describe the background and motivation for our work.  ...  The increased usage of digital media in daily life has resulted in the demand for novel multimedia data analysis techniques that can help to use these data for forensic purposes.  ...  Thus, in order to retrieve concepts from videos, automatic techniques must take into account not only the characteristic of the scene but also the movements of the camera and video editing techniques.  ... 
doi:10.5772/intechopen.92167 fatcat:53gnu6gzczbu5j6urfmt5gbsca

Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input [article]

David Harwath, Adrià Recasens, Dídac Surís, Galen Chuang, Antonio Torralba, James Glass
2018 arXiv   pre-print
We demonstrate that these audio-visual associative localizations emerge from network-internal representations learned as a by-product of training to perform an image-audio retrieval task.  ...  There are numerous avenues for future work, including expansion of the models to handle videos, environmental sounds, additional languages, etc.  ...  This work has focused on using ambient sounds and video to discover sound generating objects in the world.  ... 
arXiv:1804.01452v1 fatcat:wrnyz7otuvhevcfjqkewmnt5ni

Is there a grand challenge or X-prize for data mining?

Gregory Piatetsky-Shapiro, Robert Grossman, Chabane Djeraba, Ronen Feldman, Lise Getoor, Mohammed Zaki
2006 Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06  
This panel will discuss possible exciting and motivating Grand Challenge problems for Data Mining, focusing on bioinformatics, multimedia mining, link mining, text mining, and web mining.  ...  What is now needed is for researchers to develop approaches to extract semantics from multimedia documents so that retrievals using concept-based queries can be tailored to individual users.  ...  relationships between video events, extracting eye-tracking pattern from several user scan paths, classifying images based on their content, extracting patterns in sound, categorizing speech and music  ... 
doi:10.1145/1150402.1150535 dblp:conf/kdd/Piatetsky-ShapiroGDFGZ06 fatcat:tdfjeonwajbpfpdxr72rub37pi

Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input [chapter]

David Harwath, Adrià Recasens, Dídac Surís, Galen Chuang, Antonio Torralba, James Glass
2018 Lecture Notes in Computer Science  
We demonstrate that these audio-visual associative localizations emerge from network-internal representations learned as a by-product of training to perform an image-audio retrieval task.  ...  Acknowledgments The authors would like to thank Toyota Research Institute, Inc. for supporting this work. Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input  ...  There are numerous avenues for future work, including expansion of the models to handle videos, environmental sounds, additional languages, etc.  ... 
doi:10.1007/978-3-030-01231-1_40 fatcat:vbnvqbivj5c35ewwfpw2r6utlm

A Survey of Metadata Research for Organizing the Web

Jane Hunter
2003 Library Trends  
INTRODUCTION The rapid expansion of the Internet has led to a demand for systems and tools that can satisfy the more sophisticated requirements for storing, managing, searching, accessing, retrieving,  ...  The metadata required to describe the highly heterogeneous, mixedmedia objects on the Internet is infinitely more complex than simple metadata for resource discovery of textual documents through a library  ...  Algorithms have been developed to automatically segment video into scenes and shots for faster browsing and retrieval or to automatically transcribe speech and video content.  ... 
dblp:journals/libt/Hunter03 fatcat:4jwkgwa3wrb7blhh5n36j22cce

Anywhere/Anytime Software and Information Access via Collaborative Assistance [chapter]

Ren-Song Ko
2011 Ubiquitous Computing  
DISHES will automatically seek out appropriate computers with the required programs to process the data retrieved from the specified location.  ...  For example, he may find a TV for its big LCD display, a Hi-Fi audio system for its stereo sound quality, and a PC for its computing power.  ...  Weiser, the concept of Ubiquitous computing enables a real-time global sensing, context-aware informational retrieval, multi-modal interaction with the user and enhanced visualization capabilities.  ... 
doi:10.5772/14814 fatcat:36b5kel6mbbotjqscmren2mdvu

Faceted search and retrieval based on semantically annotated product family ontology

Soon Chong Johnson Lim, Ying Liu, Wing Bun Lee
2009 Proceedings of the WSDM '09 Workshop on Exploiting Semantic Annotations in Information Retrieval - ESAIR '09  
Particularly, we propose a document profile (DP) model to suggest semantic tags for annotation purpose.  ...  The use of semantically annotated ontology had been evident in numerous information processing and retrieval tasks.  ...  retrieval of rich information so that a sound decision making in product family design can be fulfilled.  ... 
doi:10.1145/1506250.1506254 fatcat:wgktmxooqjgzpbr6kaf6476azq

Systematic Review and Classification on Video Surveillance Systems

Fereshteh Falah Chamasemani, Lilly Suriani Affendey
2013 International Journal of Information Technology and Computer Science  
Th is review shows , although many publication and research focus on real-time aspect of the challenge, only few researches have investigated the deployment of ext racted and retrieved information for  ...  forensic video surveillance.  ...  Furthermore, the real time signal processing techniques should be developed for evaluating, identifying human behavior and environmental mu lt imodal factors like, background sound, gestures, ambient lights  ... 
doi:10.5815/ijitcs.2013.07.11 fatcat:hohteakkmbgyhhijqtstk67eam

Multimodal surrogates for video browsing

Wei Ding, Gary Marchionini, Dagobert Soergel
1999 Proceedings of the fourth ACM conference on Digital libraries - DL '99  
These findings will inform the interface design and video representation for video retrieval and browsing  ...  Three types of video surrogates visual (keyframes), verbal (keywords/phrases), and visual and verbal were designed and studied in a qualitative investigation of user cognitive processes.  ...  Goodrum (1997) compared four different video surrogates (key frames, salient still, title and key words) for 12 10-second video clips (without sound) from the CNN environmental unit.  ... 
doi:10.1145/313238.313266 dblp:conf/dl/DingMS99 fatcat:j6e75vbpcrhcnptxzibsd4li2a

A Course in Digital Libraries
ENGLISH

A. Neil Yerkey Corinne Jorgensen
1996 DESIDOC Bulletin of Information Technology  
The paper describe the objectives, topical content, and reasons for developing a course on digital libraries. The Internet is changing the way librarians view information sources.  ...  It leads students through a theoretical discussion of various facets, and gives practical experiences with tools necessary for creation and use of information resources in networked digital formats.  ...  , indexing, surrogation, information filtering, retrieval, browsing and information exploration and automatic techniques.  ... 
doi:10.14429/dbit.16.1.3246 fatcat:duj4pf4ajja5xk6nnjp3jpmyee
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