| 2012 |
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| 56 | Semantic Model Vectors for Complex Video Event Recognition. Michele Merler, Bert Huang, Lexing Xie, Gang Hua, Apostol Natsev. IEEE Transactions on Multimedia (14): 88-101 (2012). Web SearchBibTeXDownload |
| 2011 |
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| 55 | Visual memes in social media: tracking real-world news in YouTube videos. Lexing Xie, Apostol Natsev, John R. Kender, Matthew L. Hill, John R. Smith. ACM Multimedia 2011, 53-62. Web SearchBibTeXDownload |
| 54 | Image modality classification: a late fusion method based on confidence indicator and closeness matrix. Xingzhi Sun, Leiguang Gong, Apostol Natsev, Xiaofei Teng, Li Tian, Tao Wang, Yue Pan. ICMR 2011, 55. Web SearchBibTeXDownload |
| 53 | Tracking Visual Memes in Rich-Media Social Communities. Lexing Xie, Apostol Natsev, John R. Kender, Matthew L. Hill, John R. Smith. ICWSM 2011. Web SearchBibTeXDownload |
| 2010 |
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| 52 | Probabilistic visual concept trees. Lexing Xie, Rong Yan, Jelena Tesic, Apostol Natsev, John R. Smith. ACM Multimedia 2010, 867-870. Web SearchBibTeXDownload |
| 51 | Video genetics: a case study from YouTube. John R. Kender, Matthew L. Hill, Apostol Natsev, John R. Smith, Lexing Xie. ACM Multimedia 2010, 1253-1258. Web SearchBibTeXDownload |
| 50 | The accuracy and value of machine-generated image tags: design and user evaluation of an end-to-end image tagging system. Lexing Xie, Apostol Natsev, Matthew L. Hill, John R. Smith, Alex Phillips. CIVR 2010, 58-65. Web SearchBibTeXDownload |
| 49 | Design and evaluation of an effective and efficient video copy detection system. Apostol Natsev, Matthew Hill, John R. Smith. ICME 2010, 1353-1358. Web SearchBibTeXDownload |
| 48 | Multimedia semantics: opportunities and challenges. Apostol Natsev. Multimedia Information Retrieval 2010, 9-10. Web SearchBibTeXDownload |
| 2009 |
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| 47 | Evaluating application mapping scenarios on the Cell/B.E. Ana Lucia Varbanescu, Henk J. Sips, Kenneth A. Ross, Qiang Liu, Apostol Natsev, John R. Smith, Lurng-Kuo Liu. Concurrency and Computation: Practice and Experience (21): 85-100 (2009). Web SearchBibTeXDownload |
| 46 | Hybrid Tagging and Browsing Approaches for Efficient Manual Image Annotation. Rong Yan, Apostol Natsev, Murray Campbell. IEEE MultiMedia (16): 26-41 (2009). Web SearchBibTeXDownload |
| 2008 |
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| 45 | Multi-query interactive image and video retrieval -: theory and practice. Rong Yan, Apostol Natsev, Murray Campbell. CIVR 2008, 475-484. Web SearchBibTeXDownload |
| 44 | Web-based information content and its application to concept-based video retrieval. Alexander Haubold, Apostol Natsev. CIVR 2008, 437-446. Web SearchBibTeXDownload |
| 43 | IBM multimedia analysis and retrieval system. Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan. CIVR 2008, 553-554. Web SearchBibTeXDownload |
| 42 | A learning-based hybrid tagging and browsing approach for efficient manual image annotation. Rong Yan, Apostol Natsev, Murray Campbell. CVPR 2008. Web SearchBibTeXDownload |
| 41 | IBM Research TRECVID-2008 Video Retrieval System. Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Wei Jiang, Michele Merler. TRECVID 2008. Web SearchBibTeXDownload |
| 2007 |
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| 40 | Semantic concept-based query expansion and re-ranking for multimedia retrieval. Apostol Natsev, Alexander Haubold, Jelena Tesic, Lexing Xie, Rong Yan. ACM Multimedia 2007, 991-1000. Web SearchBibTeXDownload |
| 39 | IBM multimodal interactive video threading. Jelena Tesic, Apostol Natsev, Joachim Seidl, John R. Smith. CIVR 2007, 124-126. Web SearchBibTeXDownload |
| 38 | Semantics reinforcement and fusion learning for multimedia streams. Dhiraj Joshi, Milind R. Naphade, Apostol Natsev. CIVR 2007, 309-316. Web SearchBibTeXDownload |
| 37 | IBM multimedia search and retrieval system. Apostol Natsev, Jelena Tesic, Lexing Xie, Rong Yan, John R. Smith. CIVR 2007, 645. Web SearchBibTeXDownload |
| 36 | Cluster-based data modeling for semantic video search. Jelena Tesic, Apostol Natsev, John R. Smith. CIVR 2007, 595-602. Web SearchBibTeXDownload |
| 35 | A Greedy Performance Driven Algorithm for Decision Fusion Learning. Dhiraj Joshi, Milind R. Naphade, Apostol Natsev. ICIP (6) 2007, 25-28. Web SearchBibTeXDownload |
| 34 | Dynamic Multimodal Fusion in Video Search. Lexing Xie, Apostol Natsev, Jelena Tesic. ICME 2007, 1499-1502. Web SearchBibTeXDownload |
| 33 | Data Modeling Strategies for Imbalanced Learning in Visual Search. Jelena Tesic, Apostol Natsev, Lexing Xie, John R. Smith. ICME 2007, 1990-1993. Web SearchBibTeXDownload |
| 32 | Digital Media Indexing on the Cell Processor. Lurng-Kuo Liu, Qiang Liu, Apostol Natsev, Kenneth A. Ross, John R. Smith, Ana Lucia Varbanescu. ICME 2007, 1866-1869. Cited by 5Web SearchBibTeXDownload |
| 31 | An Effective Strategy for Porting C++ Applications on Cell. Ana Lucia Varbanescu, Henk J. Sips, Kenneth A. Ross, Qiang Liu, Lurng-Kuo Liu, Apostol Natsev, John R. Smith. ICPP 2007, 59. Cited by 4Web SearchBibTeXDownload |
| 30 | An efficient manual image annotation approach based on tagging and browsing. Rong Yan, Apostol Natsev, Murray Campbell. MS 2007, 13-20. Web SearchBibTeXDownload |
| 29 | IBM Research TRECVID-2007 Video Retrieval System. Murray Campbell, Alexander Haubold, Ming Liu, Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Jun Yang. TRECVID 2007. Web SearchBibTeXDownload |
| 2006 |
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| 28 | Multimodal Search for Effective Video Retrieval. Apostol Natsev. CIVR 2006, 525-528. Web SearchBibTeXDownload |
| 27 | Exploring Automatic Query Refinement for Text-Based Video Retrieval. Timo Volkmer, Apostol Natsev. ICME 2006, 765-768. Web SearchBibTeXDownload |
| 26 | Semantic Multimedia Retrieval using Lexical Query Expansion and Model-Based Reranking. Alexander Haubold, Apostol Natsev, Milind R. Naphade. ICME 2006, 1761-1764. Web SearchBibTeXDownload |
| 2005 |
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| 25 | Automatic discovery of query-class-dependent models for multimodal search. Lyndon S. Kennedy, Apostol Natsev, Shih-Fu Chang. ACM Multimedia 2005, 882-891. Web SearchBibTeXDownload |
| 24 | Learning the semantics of multimedia queries and concepts from a small number of examples. Apostol Natsev, Milind R. Naphade, Jelena Tesic. ACM Multimedia 2005, 598-607. Web SearchBibTeXDownload |
| 23 | A web-based system for collaborative annotation of large image and video collections: an evaluation and user study. Timo Volkmer, John R. Smith, Apostol Natsev. ACM Multimedia 2005, 892-901. Web SearchBibTeXDownload |
| 22 | Multimedia Research Challenges for Industry. John R. Smith, Milind R. Naphade, Apostol Natsev, Jelena Tesic. CIVR 2005, 28-37. Web SearchBibTeXDownload |
| 2004 |
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| 21 | Over-complete representation and fusion for semantic concept detection. Apostol Natsev, Milind R. Naphade, John R. Smith. ICIP 2004, 2375-2378. Web SearchBibTeXDownload |
| 20 | Content transcoding middleware for pervasive geospatial intelligence access. Ching-Yung Lin, Apostol Natsev, Belle L. Tseng, Matthew Hill, John R. Smith, Chung-Sheng Li. ICME 2004, 2139-2142. Web SearchBibTeX |
| 19 | Multi-granular detection of regional semantic concepts. Milind R. Naphade, Apostol Natsev, Ching-Yung Lin, John R. Smith. ICME 2004, 109-112. Web SearchBibTeX |
| 18 | WALRUS: A Similarity Retrieval Algorithm for Image Databases. Apostol Natsev, Rajeev Rastogi, Kyuseok Shim. IEEE Trans. Knowl. Data Eng. (16): 301-316 (2004). Cited by 257Web SearchBibTeXDownload |
| 17 | Semantic representation: search and mining of multimedia content. Apostol Natsev, Milind R. Naphade, John R. Smith. KDD 2004, 641-646. Web SearchBibTeXDownload |
| 16 | Validity-weighted model vector-based retrieval of video. John R. Smith, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Belle L. Tseng. Storage and Retrieval Methods and Applications for Multimedia 2004, 271-279. Web SearchBibTeXDownload |
| 2003 |
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| 15 | MPEG-7 video automatic labeling system. Ching-Yung Lin, Belle L. Tseng, Milind R. Naphade, Apostol Natsev, John R. Smith. ACM Multimedia 2003, 98-99. Web SearchBibTeXDownload |
| 14 | Interactive search fusion methods for video database retrieval. John R. Smith, Alejandro Jaimes, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Belle L. Tseng. ICIP (1) 2003, 741-744. Web SearchBibTeX |
| 13 | Normalized classifier fusion for semantic visual concept detection. Belle L. Tseng, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, John R. Smith. ICIP (2) 2003, 535-538. Web SearchBibTeX |
| 12 | VideoAL: a novel end-to-end MPEG-7 video automatic labeling system. Ching-Yung Lin, Belle L. Tseng, Milind R. Naphade, Apostol Natsev, John R. Smith. ICIP (3) 2003, 53-56. Web SearchBibTeX |
| 11 | Exploring semantic dependencies for scalable concept detection. Milind R. Naphade, Apostol Natsev, John R. Smith. ICIP (3) 2003, 625-628. Web SearchBibTeX |
| 10 | User-trainable video annotation using multimodal cues. Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, John R. Smith, Belle L. Tseng, Harriet J. Nock, W. H. Adams. SIGIR 2003, 403-404. Web SearchBibTeXDownload |
| 9 | New anchor selection methods for image retrieval. Apostol Natsev, John R. Smith. Storage and Retrieval for Media Databases 2003, 474-481. Web SearchBibTeXDownload |
| 2002 |
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| 8 | Aggregate Predicate Support in DBMS. Apostol Natsev, Gene Y. C. Fuh, Weidong Chen, Chi-Huang Chiu, Jeffrey Scott Vitter. Australasian Database Conference 2002. Web SearchBibTeXDownload |
| 7 | IBM Research TREC 2002 Video Retrieval System. Bill Adams, Giridharan Iyengar, Chalapathy Neti, Harriet J. Nock, Arnon Amir, Haim H. Permuter, Savitha Srinivasan, Chitra Dorai, Alejandro Jaimes, Christian A. Lang, Ching-Yung Lin, Apostol Natsev, Milind R. Naphade, John R. Smith, Belle L. Tseng, Sugata Ghosal, Raghavendra Singh, T. V. Ashwin, DongQing Zhang. TREC 2002. Web SearchBibTeXDownload |
| 2001 |
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| 6 | Constrained querying of multimedia databases: issues and approaches. Apostol Natsev, John R. Smith, Yuan-Chi Chang, Chung-Sheng Li, Jeffrey Scott Vitter. Storage and Retrieval for Media Databases 2001, 74-85. Web SearchBibTeXDownload |
| 5 | CAMEL: concept annotated image libraries. Apostol Natsev, Atul Chadha, Basuki Soetarman, Jeffrey Scott Vitter. Storage and Retrieval for Media Databases 2001, 62-73. Web SearchBibTeXDownload |
| 4 | Supporting Incremental Join Queries on Ranked Inputs. Apostol Natsev, Yuan-Chi Chang, John R. Smith, Chung-Sheng Li, Jeffrey Scott Vitter. VLDB 2001, 281-290. Web SearchBibTeXDownload |
| 1999 |
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| 3 | Text compression via alphabet re-representation. Philip M. Long, Apostol Natsev, Jeffrey Scott Vitter. Neural Networks (12): 755-765 (1999). Web SearchBibTeXDownload |
| 2 | WALRUS: A Similarity Retrieval Algorithm for Image Databases. Apostol Natsev, Rajeev Rastogi, Kyuseok Shim. SIGMOD Conference 1999, 395-406. Cited by 257Web SearchBibTeX |
| 1997 |
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| 1 | Text Compression Via Alphabet Re-Representation. Philip M. Long, Apostol Natsev, Jeffrey Scott Vitter. Data Compression Conference 1997, 161-170. Web SearchBibTeXDownload |
