Ranking and retrieval of image sequences from multiple paragraph queries

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 07-12-June-2015, Issue , 2015, Pages 1993-2001

  Kim, Gunhee ^a   Moon, Seungwhan ^b   Sigal, Leonid ^c  

^a Seoul National University   (South Korea)

^b CARNEGIE MELLON UNIVERSITY   (United States)

^c DISNEY RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BLOGS; COMPUTATIONAL LINGUISTICS; IMAGE PROCESSING; INTERNET; PATTERN RECOGNITION; SEMANTICS; SOCIAL NETWORKING (ONLINE);

IMAGE SEQUENCE; NATURAL LANGUAGE TEXT; NATURAL LANGUAGES; PARALLEL TRAINING; SEMANTIC RELEVANCE; TEXT IMAGES; USER-GENERATED;

COMPUTER VISION;

EID: 84959189488     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2015.7298810     Document Type: Conference Paper

References (37)

1. A. Aizawa. An Information-Theoretic Perspective of TF-IDF Measures. Info. Proc. Manag., 39(1):45-65, 2003
2. D. Beeferman, A. Berger, and J. Lafferty. Statistical Models for Text Segmentation. Mach. Learn., 34(1-3):177-210, 1999
3. D. M. Blei and J. D. Lafferty. Dynamic Topic Models. In ICML, pages 113-120, 2006
4. D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent Dirichlet Allocation. JMLR, 3:993-1022, 2003
5. F. Y. Y. Choi, P. Wiemer-Hastings, and J. Moore. Latent Semantic Analysis for Text Segmentation. In EMNLP, 2001
6. G. Erkan and D. R. Radev. LexRank: Graph-based Lexical Centrality As Salience in Text Summarization. JAIR, 22(1):457-479, 2004
7. A. Farhadi, M. Hejrati, M. A. Sadeghi, P. Young, C. Rashtchian, J. Hockenmaier, and D. Forsyth. Every Picture Tells a Story: Generating Sentences from Images. In ECCV, 2010
8. Y. Feng and M. Lapata. Automatic Caption Generation for News Images. IEEE PAMI, 35(4):797-812, 2013
9. Y. Gong, L. Wang, M. Hodosh, J. Hockenmaier, and S. Lazebnik. Improving Image-Sentence Embeddings Using Large Weakly Annotated Photo Collections. In ECCV, 2014
10. M. Hodosh, P. Young, and J. Hockenmaier. Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics. JAIR, 47:853-899, 2013
11. T. Joachims. Training Linear SVMs in Linear Time. In KDD, 2006
12. T. Joachims, T. Finley, and C. N. J. Yu. Cutting-plane Training of Structural SVMs. Mach. Learn., 77:27-59, 2009
13. D. Joshi, J. Z. Wang, and J. Li. The Story Picturing Engine: A System for Automatic Text Illustration. ACM TOMM, 2(1):68-89, 2006
14. A. Karpathy, A. Joulin, and L. Fei-Fei. Deep Fragment Embeddings for Bidirectional Image Sentence Mapping. In NIPS, 2014
15. K. Kireyev. Using Latent Semantic Analysis for Extractive Summarization. In TAC, 2008
16. R. Kiros, R. Salakhutdinov, and R. Zemel. Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models. In TACL, 2015
17. G. Kulkarni, V. Premraj, S. Dhar, S. Li, Y. Choi, A. C. Berg, and T. L. Berg. Baby Talk: Understanding and Generating Image Descriptions. In CVPR, 2011
18. T. Lan, W. Yang, Y. Wang, and G. Mori. Image Retrieval with Structured Object Queries Using Latent Ranking SVM. In ECCV, 2012
19. T. A. Letsche and M. W. Berry. Large-scale Information Retrieval with Latent Semantic Indexing. Information Sciences, 100(1-4):105-137, 1997
20. L. Li, K. Zhou, G.-R. Xue, H. Zha, and Y. Yu. Enhancing Diversity, Coverage and Balance for Summarization through Structure Learning. In WWW, 2009
21. C. Lin and Y. He. Joint Sentiment/Topic Model for Sentiment Analysis. In CIKM, pages 375-384, 2009
22. D. Lin, S. Fidler, C. Kong, and R. Urtasun. Visual Semantic Search: Retrieving Videos via Complex Textual Queries. In CVPR, 2014
23. E. Loper and S. Bird. NLTK: The Natural Language Toolkit. In ETMTNLP, 2002
24. V. Ordonez, G. Kulkarni, and T. L. Berg. Im2Text: Describing Images Using 1 Million Captioned Photographs. In NIPS, 2011
25. A. Sadeghi and A. Farhadi. Recognition Using Visual Phrases. In CVPR, 2011
26. G. Salton, E. A. Fox, and H. Wu. Extended Boolean Information Retrieval. CACM, 26(11):1022-1036, 1983
27. B. Siddiquie, R. S. Feris, and L. S. Davis. Image Ranking and Retrieval based on Multi-Attribute Queries. In CVPR, 2011
28. B. Siddiquie, B. White, A. Sharma, and L. S. Davis. Multi-Modal Image Retrieval for Complex Queries using Small Codes. In ICMR, 2014
29. R. Socher, A. Karpathy, Q. V. Le, C. D. Manning, and A. Y. Ng. Grounded Compositional Semantics for Finding and Describing Images with Sentences. In TACL, 2013
30. J. Steinberger and K. Jezek. Using Latent Semantic Analysis in Text Summarization and Summary Evaluation. In ISIM, 2004
31. S. Tasci and T. Gungor. LDA-based Keyword Selection in Text Categorization. In ISCIS, 2009
32. Y. Wang and J. Ma. A Comprehensive Method for Text Summarization Based on Latent Semantic Analysis. NLPCC, 400:394-401, 2013
33. Z. Wang and X. Qian. Text Categorization Based on LDA and SVM. In CSSE, pages 674-677, 2008
34. B. Z. Yao, X. Yang, L. Lin, M. W. Lee, and S.-C. Zhu. I2T: Image Parsing to Text Description. IEEE Proc, 98(8):1485-1508, 2010
35. C.-N. J. Yu and T. Joachims. Learning Structural SVMs with Latent Variables. In ICML, 2009
36. Y. Yue and T. Joachims. Predicting Diverse Subsets Using Structural SVMs. In ICML, 2008
37. C. L. Zitnick, D. Parikh, and L. Vanderwende. Learning the Visual Interpretation of Sentences. In ICCV, 2013.