An Approach for Segmentation of Handwritten Documents Using ICA Algorithm
C.Weliwitage, A.L.Harvey, A.B.Jennings, “Handwritten Document Offline Text Line Segmentation”,Proceeding of the Digital Imaging Computing: Techniques and Applications (DICTA), IEEE, 2005
S. Basu, C. Chaudhuri, M. Kundu, M. Nasipuri, D.K. Basu, “Text line extraction from multi-skewed handwritten documents”, Elsevier, 2006.
P. Common “Independent component analysis - a new concept”, Signal Processing, 36, 1994, pp: 287-314
C. Jutten, J. Herault, “Blind separation of sources”, Signal Processing, Part I: An adaptive algorithm based on neuromimetic architecture. 24, 1991, pp: 1-10.G. Seni and E. Cohen, “External word segmentation of off-line hand-writtentextlines,”Patt. Recognit., vol.27, no.1, pp.41–52, Jan.1994.
V. Papavassiliou, T. Stafylakis, V. Katsouros, and G. Carayannis,“Handwritten document image segmentation into text lines andwords,”Patt. Recognit., vol. 43, no. 1, pp. 369–377, Jan. 2010.
T. Stafylakis, V. Papavassiliou, V. Katsouros, and G. Carayannis,“Robust text-line and word segmentation for handwritten documentsimages,” in proc. IEEE Int. Conf. Acoustics, Speech and SignalProcessing (ICASSP), 2008, pp. 3393–3396.
T.VargaandH.Bunke,“Treestructureforwordextractionfromhand-written text lines,” inproc. Int. Conf. Document Analysis and Recog-nition (ICDAR), 2005, pp. 352–356.
S.H.Kim, S. Jeong, G.S. Lee, and C.Y.Suen,“Wordsegmentationinhandwritten Korean text lines based on gap clustering techniques,” in Proc. Int. Conf. Document Analysis and Recognition (ICDAR), 2001,pp. 189–193.
G. Louloudis, B. Gatos, I. Pratikakis, and C. Halatsis, “Text line andword segmentation of handwritten documents,”Patt. Recognit, vol.42, no. 12, pp. 3169–3183, Dec. 2009.
R. Manmatha and J. L. Rothfeder, “A scale space approach for automatically segmenting words from historical handwritten documents,”IEEE Trans. Patt. Anal. Mach. Intell., vol. 27, no. 8, pp. 1212–1225, 2005.
G. Kim, V. Govindaraju, and S. Srihari, “A segmentation and recognition strategy for handwritten phrases,” inProc. Int. Conf. Pattern Recognition, 1996, pp. 510–514.
L. O’Gorman, “The document spectrum for page layout analysis,” IEEE Trans. Patt. Anal. Mach. Intell., vol. 15, no. 11, pp. 1162–1173, Nov. 1993
F. Yin and C.-L. Liu, “Handwritten Chinese text line segmentation by clustering with distance metric learning,” Patt. Recognit., vol. 42, no. 12, pp. 3146–3157, Dec. 2009.
H. I. Koo and N. I. Cho, “Text-line extraction in handwritten Chinese Documents based on an energy minimization framework,” IEEE Trans.Image Process., vol. 21, no. 3, pp. 1169–75, Mar. 2012.
J.W.Ryu, H.I.Koo, and N.Cho, “Language independent text-line extraction algorithm for handwritten documents,” IEEE Signal Process. Lett., vol. 21, no. 9, pp. 1115–1119, Sep. 2014.
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