Apostol Natsev

	2009
43		Ana Lucia Varbanescu, Henk J. Sips, Kenneth A. Ross, Qiang Liu, Apostol Natsev, John R. Smith, Lurng-Kuo Liu: Evaluating application mapping scenarios on the Cell/B.E. Concurrency and Computation: Practice and Experience 21(1): 85-100 (2009)
42		Rong Yan, Apostol Natsev, Murray Campbell: Hybrid Tagging and Browsing Approaches for Efficient Manual Image Annotation. IEEE MultiMedia 16(2): 26-41 (2009)
	2008
41		Alexander Haubold, Apostol Natsev: Web-based information content and its application to concept-based video retrieval. CIVR 2008: 437-446
40		Rong Yan, Apostol Natsev, Murray Campbell: Multi-query interactive image and video retrieval -: theory and practice. CIVR 2008: 475-484
39		Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan: IBM multimedia analysis and retrieval system. CIVR 2008: 553-554
38		Rong Yan, Apostol Natsev, Murray Campbell: A learning-based hybrid tagging and browsing approach for efficient manual image annotation. CVPR 2008
37		Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Wei Jiang, Michele Merler: IBM Research TRECVID-2008 Video Retrieval System. TRECVID 2008
	2007
36		Apostol Natsev, Alexander Haubold, Jelena Tesic, Lexing Xie, Rong Yan: Semantic concept-based query expansion and re-ranking for multimedia retrieval. ACM Multimedia 2007: 991-1000
35		Jelena Tesic, Apostol Natsev, Joachim Seidl, John R. Smith: IBM multimodal interactive video threading. CIVR 2007: 124-126
34		Dhiraj Joshi, Milind R. Naphade, Apostol Natsev: Semantics reinforcement and fusion learning for multimedia streams. CIVR 2007: 309-316
33		Jelena Tesic, Apostol Natsev, John R. Smith: Cluster-based data modeling for semantic video search. CIVR 2007: 595-602
32		Apostol Natsev, Jelena Tesic, Lexing Xie, Rong Yan, John R. Smith: IBM multimedia search and retrieval system. CIVR 2007: 645
31		Dhiraj Joshi, Milind R. Naphade, Apostol Natsev: A Greedy Performance Driven Algorithm for Decision Fusion Learning. ICIP (6) 2007: 25-28
30		Lexing Xie, Apostol Natsev, Jelena Tesic: Dynamic Multimodal Fusion in Video Search. ICME 2007: 1499-1502
29		Lurng-Kuo Liu, Qiang Liu, Apostol Natsev, Kenneth A. Ross, John R. Smith, Ana Lucia Varbanescu: Digital Media Indexing on the Cell Processor. ICME 2007: 1866-1869
28		Jelena Tesic, Apostol Natsev, Lexing Xie, John R. Smith: Data Modeling Strategies for Imbalanced Learning in Visual Search. ICME 2007: 1990-1993
27		Ana Lucia Varbanescu, Henk J. Sips, Kenneth A. Ross, Qiang Liu, Lurng-Kuo Liu, Apostol Natsev, John R. Smith: An Effective Strategy for Porting C++ Applications on Cell. ICPP 2007: 59
26		Rong Yan, Apostol Natsev, Murray Campbell: An efficient manual image annotation approach based on tagging and browsing. MS 2007: 13-20
25		Murray Campbell, Alexander Haubold, Ming Liu, Apostol Natsev, John R. Smith, Jelena Tesic, Lexing Xie, Rong Yan, Jun Yang: IBM Research TRECVID-2007 Video Retrieval System. TRECVID 2007
	2006
24		Apostol Natsev: Multimodal Search for Effective Video Retrieval. CIVR 2006: 525-528
23		Alexander Haubold, Apostol Natsev, Milind R. Naphade: Semantic Multimedia Retrieval using Lexical Query Expansion and Model-Based Reranking. ICME 2006: 1761-1764
22		Timo Volkmer, Apostol Natsev: Exploring Automatic Query Refinement for Text-Based Video Retrieval. ICME 2006: 765-768
	2005
21		Apostol Natsev, Milind R. Naphade, Jelena Tesic: Learning the semantics of multimedia queries and concepts from a small number of examples. ACM Multimedia 2005: 598-607
20		Lyndon S. Kennedy, Apostol Natsev, Shih-Fu Chang: Automatic discovery of query-class-dependent models for multimodal search. ACM Multimedia 2005: 882-891
19		Timo Volkmer, John R. Smith, Apostol Natsev: A web-based system for collaborative annotation of large image and video collections: an evaluation and user study. ACM Multimedia 2005: 892-901
18		John R. Smith, Milind R. Naphade, Apostol Natsev, Jelena Tesic: Multimedia Research Challenges for Industry. CIVR 2005: 28-37
	2004
17		Apostol Natsev, Milind R. Naphade, John R. Smith: Over-complete representation and fusion for semantic concept detection. ICIP 2004: 2375-2378
16		Milind R. Naphade, Apostol Natsev, Ching-Yung Lin, John R. Smith: Multi-granular detection of regional semantic concepts. ICME 2004: 109-112
15		Ching-Yung Lin, Apostol Natsev, Belle L. Tseng, Matthew Hill, John R. Smith, Chung-Sheng Li: Content transcoding middleware for pervasive geospatial intelligence access. ICME 2004: 2139-2142
14		Apostol Natsev, Milind R. Naphade, John R. Smith: Semantic representation: search and mining of multimedia content. KDD 2004: 641-646
13		Apostol Natsev, Rajeev Rastogi, Kyuseok Shim: WALRUS: A Similarity Retrieval Algorithm for Image Databases. IEEE Trans. Knowl. Data Eng. 16(3): 301-316 (2004)
	2003
12		Ching-Yung Lin, Belle L. Tseng, Milind R. Naphade, Apostol Natsev, John R. Smith: MPEG-7 video automatic labeling system. ACM Multimedia 2003: 98-99
11		John R. Smith, Alejandro Jaimes, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Belle L. Tseng: Interactive search fusion methods for video database retrieval. ICIP (1) 2003: 741-744
10		Belle L. Tseng, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, John R. Smith: Normalized classifier fusion for semantic visual concept detection. ICIP (2) 2003: 535-538
9		Ching-Yung Lin, Belle L. Tseng, Milind R. Naphade, Apostol Natsev, John R. Smith: VideoAL: a novel end-to-end MPEG-7 video automatic labeling system. ICIP (3) 2003: 53-56
8		Milind R. Naphade, Apostol Natsev, John R. Smith: Exploring semantic dependencies for scalable concept detection. ICIP (3) 2003: 625-628
7		Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, John R. Smith, Belle L. Tseng, Harriet J. Nock, W. Adams: User-trainable video annotation using multimodal cues. SIGIR 2003: 403-404
	2002
6		Apostol Natsev, Gene Y. C. Fuh, Weidong Chen, Chi-Huang Chiu, Jeffrey Scott Vitter: Aggregate Predicate Support in DBMS. Australasian Database Conference 2002
5		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: IBM Research TREC 2002 Video Retrieval System. TREC 2002
	2001
4		Apostol Natsev, Yuan-Chi Chang, John R. Smith, Chung-Sheng Li, Jeffrey Scott Vitter: Supporting Incremental Join Queries on Ranked Inputs. VLDB 2001: 281-290
	1999
3		Apostol Natsev, Rajeev Rastogi, Kyuseok Shim: WALRUS: A Similarity Retrieval Algorithm for Image Databases. SIGMOD Conference 1999: 395-406
2		Philip M. Long, Apostol Natsev, Jeffrey Scott Vitter: Text compression via alphabet re-representation. Neural Networks 12(4-5): 755-765 (1999)
	1997
1		Philip M. Long, Apostol Natsev, Jeffrey Scott Vitter: Text Compression Via Alphabet Re-Representation. Data Compression Conference 1997: 161-170

Coauthor Index

1	Bill Adams	[5]
2	W. Adams	[7]
3	Arnon Amir	[5]
4	T. V. Ashwin	[5]
5	Murray Campbell	[25] [26] [38] [40] [42]
6	Shih-Fu Chang	[20]
7	Yuan-Chi Chang	[4]
8	Weidong Chen	[6]
9	Chi-Huang Chiu	[6]
10	Chitra Dorai	[5]
11	Gene Y. C. Fuh	[6]
12	Sugata Ghosal	[5]
13	Alexander Haubold	[23] [25] [36] [41]
14	Matthew Hill	[15]
15	Giridharan Iyengar	[5]
16	Alejandro Jaimes (Alejandro Jaimes-Larrarte)	[5] [11]
17	Wei Jiang	[37]
18	Dhiraj Joshi	[31] [34]
19	Lyndon S. Kennedy	[20]
20	Christian A. Lang	[5]
21	Chung-Sheng Li	[4] [15]
22	Ching-Yung Lin	[5] [7] [9] [10] [11] [12] [15] [16]
23	Lurng-Kuo Liu	[27] [29] [43]
24	Ming Liu	[25]
25	Qiang Liu	[27] [29] [43]
26	Philip M. Long	[1] [2]
27	Michele Merler	[37]
28	Milind R. Naphade	[5] [7] [8] [9] [10] [11] [12] [14] [16] [17] [18] [21] [23] [31] [34]
29	Chalapathy Neti	[5] [7]
30	Harriet J. Nock	[5] [7]
31	Haim H. Permuter	[5]
32	Rajeev Rastogi	[3] [13]
33	Kenneth A. Ross	[27] [29] [43]
34	Joachim Seidl	[35]
35	Kyuseok Shim	[3] [13]
36	Raghavendra Singh	[5]
37	Henk J. Sips	[27] [43]
38	John R. Smith	[4] [5] [7] [8] [9] [10] [11] [12] [14] [15] [16] [17] [18] [19] [25] [27] [28] [29] [32] [33] [35] [37] [39] [43]
39	Savitha Srinivasan	[5]
40	Jelena Tesic	[18] [21] [25] [28] [30] [32] [33] [35] [36] [37] [39]
41	Belle L. Tseng	[5] [7] [9] [10] [11] [12] [15]
42	Ana Lucia Varbanescu	[27] [29] [43]
43	Jeffrey Scott Vitter	[1] [2] [4] [6]
44	Timo Volkmer	[19] [22]
45	Lexing Xie	[25] [28] [30] [32] [36] [37] [39]
46	Rong Yan	[25] [26] [32] [36] [37] [38] [39] [40] [42]
47	Jun Yang	[25]
48	DongQing Zhang	[5]