From image annotation to image description

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7667 LNCS, Issue PART 5, 2012, Pages 196-204

  Gupta, Ankush ^a   Mannem, Prashanth ^a  

^a INTERNATIONAL INSTITUTE OF INFORMATION TECHNOLOGY   (India)

Author keywords

Information Retrieval; Knowledge based Information Systems; Natural Language Generation; Natural Language Processing

Indexed keywords

COMPUTER VISION TECHNIQUES; IMAGE ANNOTATION; IMAGE DESCRIPTIONS; NATURAL LANGUAGE GENERATION; NATURAL LANGUAGE PROCESSING; TASK-BASED; TEST IMAGES; TRAINING IMAGE;

COMPUTER VISION; INFORMATION RETRIEVAL; KNOWLEDGE BASED SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS;

IMAGE ANALYSIS;

EID: 84869018122     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-34500-5_24     Document Type: Conference Paper

References (19)

1. Guillaumin, M., Mensink, T., Verbeek, J., Schmid, C.: TagProp: Discriminative Metric Learning in Nearest Neighbor Models for Image Auto-Annotation. In: ICCV (2009)
2. Makadia, A., Pavlovic, V., Kumar, S.: Baselines for image annotation. In: IJCV, pp. 88-105 (2010)
3. Gupta, A., Verma, Y., Jawahar, C.V.: Choosing Linguistics over Vision to Describe Images. In: AAAI (2012)
4. Li, S., Kulkarni, G., Berg, T.L., Berg, A.C., Choi, Y.: Composing simple image descriptions using web-scale n-grams. In: CONLL, pp. 220-228 (2011)
5. Yang, Y., Teo, C.L., Daume III, H., Aloimonos, Y.: Corpus-guided sentence generation of natural images. In: EMNLP, pp. 444-454 (2011)
6. Kulkarni, G., Premraj, V., Dhar, S., Li, S., Choi, Y., Berg, A.C., Berg, T.L.: Baby Talk: Understanding and generating simple image desciptions. In: CVPR (2011)
7. Ordonez, V., Kulkarni, G., Berg, T.L.: Im2Text: Describing images using 1 million captioned photographs. In: NIPS (2011)
8. Farhadi, A., Hejrati, M., Sadeghi, M.A., Young, P., Rashtchian, C., Hockenmaier, J., Forsyth, D.: Every Picture Tells a Story: Generating Sentences from Images. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part IV. LNCS, vol. 6314, pp. 15-29. Springer, Heidelberg (2010)
9. Mitchell, M., Dodge, J., Goyal, A., Yamaguchi, K., Stratos, K., Han, X., Mensh, A., Berg, A., Berg, T., Daume III, H.: Midge: Generating Image Descriptions From Computer Vision Detections. In: EACL (2012)
10. Yao, B.Z., Yang, X., Lin, L., Lee, M.W., Zhu, S.-C.: I2T: Image Parsing to Text Description. IEEE (2010)
11. Kuznetsova, P., Ordonez, V., Berg, A.C., Berg, T.L., Choi, Y.: Collective Generation of Natural Image Descriptions. In: ACL (2012)
12. Feng, F., Lapata, M.: How many words is a picture worth? Automatic caption generation for news images. In: ACL, pp. 1239-1249 (2010)
13. Aker, A., Gaizauskas, R.: Generating image descriptions using dependency relational patterns. In: ACL (2010)
14. Gatt, A., Reiter, E.: SimpleNLG: A realisation engine for practical applications. In: ENLG, pp. 91-93 (2009)
15. Rashtchian, C., Young, P., Hodosh, M., Hockenmaier, J.: Collecting Image Annotations Using Amazon's Mechanical Turk. In: NAACLHLT Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk (2010)
16. Grubinger, M., Clough, P.D., Muller, H., Thomas, D.: The IAPR TC-12 benchmark: A new evaluation resource for visual information systems. In: LREC (2006)
17. Belz, A., Reiter, E.: Comparing Automatic and Human Evaluation of NLG Systems. In: EACL (2006)
18. Papineni, K., Roukos, S., Ward, T., Zhu, W.: BLEU: A method for automatic evaluation of machine translation. In: ACL, pp. 311-318 (2002)
19. Lin, C.Y., Hovy, E.: Automatic evaluation of summaries using n-gram cooccurrence statistics. In: NAACLHLT, pp. 71-78 (2003)