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Feature aggregating hashing for image copy detection

Lingyu Yan, Fuhao Zou, Rui Guo, Lianli Gao, Ke Zhou, Chunzhi Wang
2015 World wide web (Bussum)  
This paper reviews brief literature on multimedia data security over the cloud and multimedia content protection in terms of copy detection.  ...  Due to tremendous evolution in Internet technologies and multimedia, content copying has become quite effortless.  ...  [14] proposed Scale-Invariant Feature Transform (SIFT) points based technique to perform video copy detection.  ... 
doi:10.1007/s11280-015-0346-0 fatcat:bjdrtivf5jfmlpuhfc4w6uzg2i

How far we've come

Shih-Fu Chang
2013 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
Hierarchical image classification Manifold ranking Visual memes 2000 Web image annotation Large-scale concept detection 2012 Social event detection Sports video highlight (e.g., Mitsubishi  ...  This finally culminated with efforts in large-scale concept detection in benchmarking efforts like TRECVID in 2004 and event detection in unconstrained videos in 2008.  ... 
doi:10.1145/2491844 fatcat:c4loztyabjarnllbdzxxov2zje

euTV

Marco Bertini, Alberto Del Bimbo, George Ioannidis, Emile Bijk, Isabel Trancoso, Hugo Meinedo
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
The system is based on a Service Oriented Architecture that allows to combine and orchestrate a large set of web services for automatic and manual annotation, retrieval, browsing, ingestion and authoring  ...  The backbone of euTV is a scalable audio-visual analysis and indexing system that allows detection and tracking of vast amounts of multimedia content based on Topics of Interest (TOI), that correspond  ...  ; ii) topic detection based on LDA; iii) named entity extraction based on gazetteers and a rule-based system, to handle entities that have not been added yet to lists [?] .  ... 
doi:10.1145/2502081.2502265 dblp:conf/mm/BertiniBIBTM13 fatcat:r2fiztwej5hj7dp7prykxe3m3u

Large scale content analysis engine

David Gibbon, Zhu Liu
2009 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining - LS-MMRM '09  
In this paper, we describe the large scale content analysis engine (CAE) which is designed to facilitate content based video retrieval, as well as a number of other applications such as content repurposing  ...  Metadata ingest, augmentation and delivery using a standards-based approach enable the CAE to serve a range of content processing applications.  ...  INTRODUCTION Large scale content management systems and web video search portals have been developed to help users find the content that they want.  ... 
doi:10.1145/1631058.1631076 dblp:conf/mm/GibbonL09 fatcat:csgeoe5bhrbrdlvjcan4uky2wy

Guest editorial: web multimedia semantic inference using multi-cues

Yahong Han, Yi Yang, Xiaofang Zhou
2015 World wide web (Bussum)  
copy detection and video recognition.  ...  The paper "Feature Aggregating Hashing for Image Copy Detection" and "Compact Representation for Large-Scale Unconstrained Video Analysis" explore how to effectively represent images or videos for image  ... 
doi:10.1007/s11280-015-0360-2 fatcat:vc4plge5qvg7hfmza3dffmawki

Video Copy-Detection and Localization with a Scalable Cascading Framework

Yonghong Tian, Tiejun Huang, Menglin Jiang, Wen Gao
2013 IEEE Multimedia  
Technologically, however, copy detection and localization in a Web-scale video database is a challenging task.  ...  From 2008 to 2011, TRECVID organized a content-based copy detection (CBCD) task.  ... 
doi:10.1109/mmul.2012.62 fatcat:uiyxxqisk5gndjpurq54n2kglm

Web-scale Multimedia Search for Internet Video Content

Lu Jiang
2016 Proceedings of the Ninth ACM International Conference on Web Search and Data Mining - WSDM '16  
The need for large-scale and intelligent video search, which bridges the gap between the user's information need and the video content, seems to be urgent.  ...  In a text-to-video query, however, we might look for visual clues in the video content such as "cake", "gift" and "kids", audio clues like "birthday song" and "cheering sound", or visible text like "happy  ...  Based on the proposed methods, we implement E-Lamp Lite, the first of its kind large-scale semantic search engine for Internet videos.  ... 
doi:10.1145/2835776.2855081 dblp:conf/wsdm/Jiang16 fatcat:imyuikdto5dflaxeykm3olsg3a

Web-scale Multimedia Search for Internet Video Content

Lu Jiang
2016 Proceedings of the 25th International Conference Companion on World Wide Web - WWW '16 Companion  
The need for large-scale and intelligent video search, which bridges the gap between the user's information need and the video content, seems to be urgent.  ...  In a text-to-video query, however, we might look for visual clues in the video content such as "cake", "gift" and "kids", audio clues like "birthday song" and "cheering sound", or visible text like "happy  ...  Based on the proposed methods, we implement E-Lamp Lite, the first of its kind large-scale semantic search engine for Internet videos.  ... 
doi:10.1145/2872518.2888599 dblp:conf/www/Jiang16 fatcat:gxjwoz4ijbf3jnxs6ibfiw6dw4

Semantic dispatching of multimedia news with MEWS

Julien Law-To, Gregory Grefenstette, Rémi Landais
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
Online news comes in rich multimedia form: video, audio, photos, in addition to traditional text.  ...  Here we present MEWS, a Multimedia nEWS platform, which enriches news browsing according to media (text, images, and video) and to automatically detected type of news (music, general news, politics).  ...  INTRODUCTION MEWS, a Multimedia nEWS search platform, applies latest advances in semantic text processing, in large-scale web indexing, in video, audio and image signal processing to provide an intelligent  ... 
doi:10.1145/2502081.2502253 dblp:conf/mm/Law-ToGL13 fatcat:myddpsfnovhffp2psufacuesle

Automated Content Metadata Extraction Services Based on MPEG Standards

D. C. Gibbon, Z. Liu, A. Basso, B. Shahraray
2012 Computer journal  
Such a capability can enable a range of new services such as content-based personalization of live broadcasts given that the MPEG-7 based data models fit in well with specifications for advanced television  ...  The use of MPEG standards in the design and development of interoperable media architectures and web services is discussed.  ...  The audio-based approach is based on the audio fingerprint introduced in previous section. The main challenge is to devise an efficient fingerprint matching method for large-scale database.  ... 
doi:10.1093/comjnl/bxs146 fatcat:syj6dtwcnnazde5r43szresjxm

A large-scale audio and video fingerprints-generated database of TV repeated contents

Jean-Hugues Chenot, Gilles Daigneault
2014 2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI)  
Using specifically-designed lightweight audio and video fingerprints, we were able to detect repeated contents over a quasi-uninterrupted recording of 10+ TV channels, over more than 4 years, starting  ...  The results are stored into a database that holds more than 20 million detected repeats. Detections range from a few seconds up to one hour. The database can be explored using a standard web browser.  ...  quality of detections, with little or no false detections, even on large amounts of contents.  ... 
doi:10.1109/cbmi.2014.6849818 dblp:conf/cbmi/ChenotD14 fatcat:uqroh7itlrc35piqqoqr4jilua

The 1st workshop on large-scale multimedia retrieval and mining (LS-MMRM'09)

Rong Yan, John R. Smith, Qi Tian, Rahul Sukthankar
2009 Proceedings of the seventeen ACM international conference on Multimedia - MM '09  
This workshop, as the first of its kind, aims to bring together researchers and industrial practitioners interested in large-scale multimedia data retrieval and mining.  ...  The workshop will provide a venue for the participants to explore a variety of aspects and applications on how advanced multimedia analysis techniques can be leveraged to address the challenges in large-scale  ...  The topic of large-scale copy detection has also been extensively investigated in this workshop.  ... 
doi:10.1145/1631272.1631545 dblp:conf/mm/YanSTS09 fatcat:a6qyl7hfbbccnggcud7sx6do4q

Massive-scale multimedia semantic modeling

John R. Smith, Liangliang Cao
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
However, the unconstrained nature ofŞimage/video in the wildŤ makes it very challenging for automated computer-based analysis.  ...  Furthermore, the most interesting content in the multimedia files is often complex in nature reflecting a diversity of human behaviors, scenes, activities and events.  ...  The efforts of building large scale semantic datasets have also motivated a lot of research on ontology design, web search and social media mining.  ... 
doi:10.1145/2502081.2502235 dblp:conf/mm/SmithC13a fatcat:gvhxnztvnvakpl4pmizqwox7di

VANGUARD: A Blockchain-Based Solution to Digital Piracy

Kavinga Yapa Abeywardena, Tharika Munasinghe, Yasiru Jayasinghe, Sumala Mannage, Thisuri Warnasooriya, Gihan Edirisinghe
2021 Global Journal of Computer Science and Technology  
The primary outcome of the study will consist of a dedicated block chain based anti-piracy system, 'Vanguard'.  ...  Online piracy has since gone from bad to worse as growing internet users and better broadband connections enable people to share large files freely over the internet.  ...  Matching Content Fig. 12 : 12 Scraper Sort class that looks through specific content c. Downloding Content Fig. 13 : 13 The files-pipeline class of the framework iv. Copy Detection a.  ... 
doi:10.34257/gjcstevol20is4pg19 fatcat:st5zu54ftregzofsaa6tb4hjae

SUMMA: Scalable Understanding of Multilingual Media

Ulrich Germann, Alexandra Birch, Peggy van der Kreeft, Guntis Barzdins, Steve Renals
2018 Zenodo  
The project's aim is to develop a highly scalable open-source software platform for monitoring live TV and radio broadcasts as well as internet-based content (text, video, and audio), and ingesting said  ...  content into a database of news reporting.  ...  All information is stored in a central database that can be accessed by users via web-browser-based user interfaces and programmatic APIs.  ... 
doi:10.5281/zenodo.2551704 fatcat:ijjjz5y6dfeb7kyz2pz2zdwuzm
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