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Top multimedia information retrieval papers

Michael S. Lew
2016 International Journal of Multimedia Information Retrieval  
Introduction From the first 4 years of the International Journal of Multimedia Information Retrieval (IJMIR), many new ideas have been contributed in diverse areas related to multimedia information retrieval  ...  Here it is: The top ten most frequently read IJMIR papers below represents a mixture of new ideas for both multimedia search algorithms and feature representations.  ... 
doi:10.1007/s13735-016-0108-5 fatcat:leae5vvpxbeutjn4ovwj7qttyy

Efficient top-k hyperplane query processing for multimedia information retrieval

Navneet Panda, Edward Y. Chang
2006 Proceedings of the 14th annual ACM international conference on Multimedia - MULTIMEDIA '06  
In this paper, we address the twin problems of efficient retrieval of the approximate set of instances (a) farthest from and (b) nearest to a query hyperplane.  ...  Retrieval of instances for this hyperplane-based query scenario is mapped to the range-query problem allowing for the reuse of existing index structures.  ...  INTRODUCTION Query-concept learning and efficient retrieval of relevant instances lie at the heart of multimedia retrieval [26] .  ... 
doi:10.1145/1180639.1180712 dblp:conf/mm/PandaC06 fatcat:365bknixxza7hn2uldva34ndzq

ACM International Conference on Multimedia Retrieval (ICMR): current standing and impact

Michael S. Lew
2017 International Journal of Multimedia Information Retrieval  
This is the Age of Information and ICMR is at the center of it. Hope to see you at the next ICMR! Michael S. Lew Editor-in-Chief International Journal of Multimedia Information Retrieval  ...  The ACM International Conference on Multimedia Retrieval (ICMR, www.acmicmr.org) was started in 2011 as the flagship meeting covering the dynamic and ubiquitous domain of multimedia search and retrieval  ... 
doi:10.1007/s13735-017-0131-1 fatcat:qg7p57di4jbclesizei52jxaza

Best papers in multimedia information retrieval

Michael S. Lew
2013 International Journal of Multimedia Information Retrieval  
On behalf of the editorial board, it is an honor to present extended versions of the four best conference papers from the ACM multimedia retrieval research community.  ...  The paper "3D object retrieval using salient views" by Indriyati Atmosukarto and Linda G.  ...  I also want to thank the multimedia retrieval community for their strong support of this journal. Michael S. Lew Editor-in-Chief International Journal of Multimedia Information Retrieval  ... 
doi:10.1007/s13735-013-0035-7 fatcat:7hqehm23fvf47lpajzey35p2zy

State of the journal

Michael S. Lew
2020 International Journal of Multimedia Information Retrieval  
The International Journal of Multimedia Information Retrieval (IJMIR) aims to provide a deep understanding of the state-of-the-art in the field of multimedia retrieval, providing the community a place  ...  retrieval (ICMR) in 2011, there has been a special issue consisting of the top papers from ACM ICMR.  ... 
doi:10.1007/s13735-020-00201-2 fatcat:pvdpsp3du5e5vbj4xxgjhbkhzq

ACM ICMR 2014 best papers in image retrieval

Michael S. Lew
2014 International Journal of Multimedia Information Retrieval  
The ACM International Conference on Multimedia Retrieval (ICMR) is the top multimedia retrieval conference worldwide.  ...  One of the grand challenges for multimedia information retrieval is automatic image annotation because it can provide a direct bridge over the semantic gap from low-level features to human level tags and  ...  The ACM International Conference on Multimedia Retrieval (ICMR) is the top multimedia retrieval conference worldwide.  ... 
doi:10.1007/s13735-014-0072-x fatcat:y645zwvwxje43gt5tcb6z56xmq

Editorial for the ICMR 2017 special issue

Michael S. Lew
2018 International Journal of Multimedia Information Retrieval  
The International Conference on Multimedia Retrieval (ICMR) is the leading ACM multimedia retrieval conference worldwide.  ...  The papers encompass a wide range of important topics in multimedia retrieval which span new areas in content analysis and retrieval to very large scale distributed search to user behavior and social media  ... 
doi:10.1007/s13735-018-0148-0 fatcat:nbgvh2lgmfhixm6zcl4ig455ja

Multimedia information retrieval in the twenty-first century

Michael S. Lew
2012 International Journal of Multimedia Information Retrieval  
Now, it is my pleasure to introduce the first journal focused on our field, The International Journal of Multimedia Information Retrieval (IJMIR).  ...  In the past 4 years, as a community we have published over a 1,000 peer reviewed research papers in areas ranging from image and audio retrieval to scientific and medical image search.  ...  We are also honored to present extended versions of the best papers (top 2%) from the ACM International Conference on Multimedia Retrieval (ICMR) and the ACM International Conference on Image and Video  ... 
doi:10.1007/s13735-012-0009-1 fatcat:pmi4xyiz6zbzdjm3mmdtmcfaxa

Topic-based heterogeneous rank

Tehmina Amjad, Ying Ding, Ali Daud, Jian Xu, Vincent Malic
2015 Scientometrics  
Information retrieval serves as the test field and articles about information retrieval published between 1956 and 2014 were extracted from Web of Science (WoS).  ...  containing authors, papers and journals.  ...  Srihari RK belongs to multimedia databases and information retrieval research groups.  ... 
doi:10.1007/s11192-015-1601-y fatcat:32e2irzsbbfqpb726jsl4ohw2e

State of the journal

Michael S. Lew
2016 International Journal of Multimedia Information Retrieval  
Lew mlew@liacs.nl 1 Leiden, The Netherlands information retrieval community, the International Journal of Multimedia Information Retrieval (IJMIR).  ...  However, at the time there were no journals which focused on multimedia information retrieval so the papers tended to get submitted to a plethora of diverse journals in topics such as pattern recognition  ... 
doi:10.1007/s13735-016-0100-0 fatcat:nlcfz23p25f6pe2bahutiv3aka

Editorial for the ICMR 2020 special issue

Michael S. Lew
2021 International Journal of Multimedia Information Retrieval  
The ACM International Conference on Multimedia Retrieval, ICMR'20, continues a decade-long tradition of being the top conference for introducing new ideas and paradigms in the domain of multimedia information  ...  From the call for papers: Effectively and efficiently retrieving information based on user needs is one of the most exciting areas in multimedia research.  ... 
doi:10.1007/s13735-021-00211-8 fatcat:id5vzumk4rgvph56mysoyqwtxa

State of the journal

Michael Lew
2019 International Journal of Multimedia Information Retrieval  
The last 2 years have been remarkable for the International Journal of Multimedia Information Retrieval (IJMIR).  ...  A special issue in this area is expected in summer 2020. (6) Impact In terms of impact or average citations/paper, we have been in the top three multimedia journals worldwide for the past 4 years based  ... 
doi:10.1007/s13735-019-00184-9 fatcat:w47hoyk62je4llpvtalu6n6a7a

Massive-scale multimedia semantic modeling

John R. Smith, Liangliang Cao
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
The explosion of digital multimedia data is creating a valuable open source for insights.  ...  Furthermore, the most interesting content in the multimedia files is often complex in nature reflecting a diversity of human behaviors, scenes, activities and events.  ...  Cao has authored more than 40 papers in top conferences and journals, including ACM Multimedia, ICCV, CVPR, ECCV, NIPS, WWW, TPAMI, and PIEEE. Dr.  ... 
doi:10.1145/2502081.2502235 dblp:conf/mm/SmithC13a fatcat:gvhxnztvnvakpl4pmizqwox7di

Effective Moving Object Detection and Retrieval via Integrating Spatial-Temporal Multimedia Information

Dianting Liu, Mei-Ling Shyu
2012 2012 IEEE International Symposium on Multimedia  
This paper proposes a moving object detection and retrieval model that integrates the spatial and temporal information in video sequences and uses the proposed integral density method (adopted from the  ...  In the area of multimedia semantic analysis and video retrieval, automatic object detection techniques play an important role.  ...  This may be complementary to the global information for multimedia retrieval.  ... 
doi:10.1109/ism.2012.74 dblp:conf/ism/LiuS12 fatcat:vnhu3sjlqzhuppvmoxwvgnrb2u

INEX 2005 Multimedia Track [chapter]

Roelof van Zwol, Gabriella Kazai, Mounia Lalmas
2006 Lecture Notes in Computer Science  
This paper reports on the activities of the INEX 2005 Multimedia track.  ...  The track was successful in realizing its objective to provide a pilot evaluation platform for the evaluation of retrieval strategies for XML-based multimedia documents.  ...  Acknowledgments We would like to thank all participants for their efforts in making the first year for the multimedia track a success. In particular, we are grateful for the support  ... 
doi:10.1007/978-3-540-34963-1_38 fatcat:ug7jzl5bxbcgzgmdu5rvduyb7i
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