Empirical performance evaluation methodology and its application to page segmentation algorithms

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 23, Issue 3, 2001, Pages 242-256

  Mao, Song ^a   Kanungo, Tapas ^a,b  

^a IEEE   (United States)

^b UNIVERSITY OF MARYLAND   (United States)

Author keywords

Direct search; Document page segmentation; OCR; Paired model; Performance evaluation; Performance metric; Simplex method; Statistical significance

Indexed keywords

DIRECT SEARCH; DOCUMENT PAGE SEGMENTATION; PAGE SEGMENTATION ALGORITHMS; SIMPLEX ALGORITHM;

ALGORITHMS; COMPUTATIONAL METHODS; ERROR ANALYSIS; IMAGE SEGMENTATION; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION; SET THEORY; STATISTICAL METHODS;

OPTICAL CHARACTER RECOGNITION;

EID: 0035280145     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.910877     Document Type: Article

References (38)

1. Image segmentation by shape-directed covers
2. A robust algorithm for text string separation from mixed text/graphics images
3. Image analysis using mathematical morphology
4. Benchmarking a network of PCs running parallel applications
5. An experimental comparison of range image segmentation algorithms
6. Document representation and its application to page decomposition
7. Automated evaluation of OCR zoning
8. A methodology for quantitative performance evaluation of detection algorithms
9. OmniPage vs. Sakhr: Paired model evaluation of two Arabic OCR products
10. Segmentation of page images using the area voronoi diagram
11. Why pattern search works
12. Performance evaluation of document layout analysis algorithms on the UW data set
13. A methodology for empirical performance evaluation of page segmentation algorithms
14. Automatic training of page segmentation algorithms: An optimization approach
15. Empirical performance evaluation of page segmentation algorithms
16. PSET: A page segmentation evaluation toolkit
17. Software architecture of PSET: A page segmentation evaluation toolkit
18. A prototype document image analysis system for technical journals
19. A simplex method for function minimization
20. The document spectrum for page layout analysis
21. Page segmentation and classification
22. Empirical performance evaluation of graphics recognition systems
23. The FERET evaluation methodology for face-recognition algorithms
24. Direct search algorithms for optimization calculations
25. An automatic benchmarking scheme for page segmentation
26. Block segmentation and text extraction in mixed text/image documents
27. Direct search methods: Once scorned, now respectable