Comparison and classification of documents based on layout similarity

Information Retrieval

Volumn 2, Issue 2-3, 2000, Pages 227-243

  Hu, Jianying ^a   Kashi, Ramanujan ^a   Wilfong, Gordon ^a  

^a NOKIA RESEARCH CENTER   (United States)

Author keywords

Clustering; Document classification; Document retrieval; Dynamic warping; Edit distance; Hidden Markov models; Manhattan distance

Indexed keywords

EID: 1942481602     PISSN: 13864564     EISSN: None     Source Type: Journal    
DOI: 10.1023/a:1009910911387     Document Type: Article

References (18)

1. Baird HS (1994) Background structure in document images. Int Journal of Pattern Recognition and Artificial intelligence, 8(5): 1013-1030.
2. Cullen JF, Hull JJ and Hart PE (1997) Document image database retrieval and browsing using texture analysis. In: Proc. ICDAR'97, Ulm, Germany, pp. 718-721.
3. Dengel A and Dubiel F (1996) Computer understanding of document structure. Int Journal of Imaging Systems and Technology, 7:271-278.
4. Doermann D (1997) The retrieval of document images: a brief survey. In: Proc. ICDAR'97, Ulm, Germany, pp. 945-949.
5. Doermann D, Li H and Kia D (1997) The detection of duplicates in document image databases. In: ICDAR'97, Ulm, Germany, pp. 314-318.
6. Ferguson JD (1980) Variable duration models for speech. In: Proc. Symp. on the Application of HMM to Text and Speech, Priceton, NJ, pp. 143-179.
7. Gersho A and Gray RM (1992) Vector Quantization and Signal Compression. Kluwer Academic Publishers.
8. Hu J, Brown MK and Turin W (1996) HMM based on-line handwriting recognition. IEEE PAMI, 18(10): 1039-1045.
9. Hull JJ and Cullen JF (1997) Document image similarity and equivalence detection. In: ICDAR'97, Ulm, Germany, pp. 308-312.
10. Kashi R, Hu J, Nelson W and Turin W (1997). On-line handwriting signature verification using hidden Markov model features. In: Proc. ICDAR'97, Ulm, Germany.
11. Kruskal JB and Sankoff D (1993), Eds. Time Warps, String Edits, and Macromolecules: The Theory and Practice of Sequence Comparison. Addison-Wesley, Reading, MA.
12. Levinson SE (1986) Continuously variable duration hidden Markov models for automatic speech recognition. Computer Speech and Language, 1 (1):29-45.
13. Rabiner LR and Juang BH (1993) Fundamentals of Speech Recognition. Prentice Hall, Englewood Cliffs, NJ.
14. Sakoe H and Chiba S (1978) Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans. Acoust., Speech, Signal Processing, ASSP-26:43-49.
15. Taylor SL, Lipshutz M and Nilson RW (1995) Classification and functional decomposition of business documents. In: Proc. ICDAR'95, Montreal, Canada, pp. 563-566.
16. Turin W (1990) Performance Analysis of Digital Transmission Systems. Computer Science Press, New York.
17. Walischewski H (1997) Automatic knowledge acquisition for spatial document interpretation. In: ICDAR'97, Ulm, Germany, pp. 243-247.
18. Zhu W and Syeda-Mahmood T (1998) Image organization and retrieval using a flexible shape model. In: IEEE Int. Workshop on Content Based Access of Image and Video Databases, Bombay, India, pp. 31-39.