Efficient search in document image collections

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

Volumn 4843 LNCS, Issue PART 1, 2007, Pages 586-595

  Kumar, Anand ^a   Jawahar, C V ^a   Manmatha, R ^b  

^a INTERNATIONAL INSTITUTE OF INFORMATION TECHNOLOGY   (India)

^b Biologically Inspired Neural and Dynamical Systems Laboratory   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; FORMAL LANGUAGES; INDEXING (OF INFORMATION); INFORMATION RETRIEVAL SYSTEMS; SEARCH ENGINES;

DYNAMIC TIME WARPING; LOCALITY SENSITIVE HASHING (LSH);

IMAGE ACQUISITION;

EID: 38149000904     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-76386-4_55     Document Type: Conference Paper

References (16)

1. Pal, U., Chaudhuri, B.: Indian script character recognition: A survey. Pattern Recognition 37, 1887-1899 (2004)
2. Rath, T.M., Manmatha, R.: Word image matching using dynamic time warping. In: Conference on Computer Vision and Pattern Recognition, vol. (2), pp. 521-527 (2003)
3. Rath, T.M., Manmatha, R.: Word spotting for historical documents. IJDAR 9(2), 139-152 (2007)
4. Balasubramanian, A., Meshesha, M., Jawahar, C.V.: Retrieval from document image collections. In: Bunke, H., Spitz, A.L. (eds.) DAS 2006. LNCS, vol. 3872, pp. 1-12. Springer, Heidelberg (2006)
5. Chan, J., Ziftci, C., Forsyth, DA.: Searching off-line arabic documents. In: CVPR. Conference on Computer Vision and Pattern Recognition, vol. (2), pp. 1455-1462 (2006)
6. Lu, Z., Schwartz, R., Natarajan, P., Bazzi, I., Makhoul, J.: Advances in the bbn byblos ocr system. In: ICDAR, pp. 337-340 (1999)
7. Rath, T.M., Manmatha, R., Lavrenko, V.: A search engine for historical manuscript images. In: SIGIR, pp. 369-376 (2004)
8. Ataer, E., Duygulu, P.: Retrieval of ottoman documents. In: Multimedia Information Retrieval (MIR) workshop, pp. 155-162 (2006)
9. Konidaris, T., Gatos, B., Ntzios, K., Pratikakis, I., Theodoridis, S., Perantonis, S.J.: Keyword-guided word spotting in historical printed documents using synthetic data and user feedback. IJDAR 9(2), 167-177 (2007)
10. Sankar, K.P., Jawahar, C.V.: Probabilistic reverse annotation for large scale image retrieval. In: Conference on Computer Vision and Pattern Recognition, pp. 1-6 (2007)
11. Indyk, P., Motwani, R.: Approximate nearest neighbors: towards removing the curse of dimensionality. In: SOTC, pp. 604-613 (1998)
12. Shakhnarovich, G., Viola, P., Darrell, T.: Fast pose estimation with parametersensitive hashing. In: Sebe, N., Lew, M.S., Huang, T.S. (eds.) Computer Vision in Human-Computer Interaction. LNCS, vol. 3766, pp. 750-757. Springer, Heidelberg (2005)
13. Matei, B., Shan, Y., Sawhney, H., Tan, Y., Kumar, R., Huber, D., Hebert, M.: Rapid object indexing using locality sensitive hashing and joint 3D-signature space estimation. IEEE Trans. PAMI 28(7), 1111-1126 (2006)
14. Lamdan, Y., Wolfson, H.: Geometric hashing: A general and efficient model-based recognition scheme. In: ICCV, pp. 238-249 (1988)
15. Nakai, T., Kise, K., Iwamura, M.: Use of affine invariants in locally likely arrangement hashing for camera-based document image retrieval. In: Bunke, H., Spitz, A.L. (eds.) DAS 2006. LNCS, vol. 3872, pp. 541-552. Springer, Heidelberg (2006)
16. Gionis, A., Indyk, P., Motwani, R.: Similarity search in high dimensions via hashing. In: Proceedings of the 25th VLDB conference, pp. 518-529 (1999)