Search Results - "Suen, C.Y."

Automatic model selection for the optimization of SVM kernels by Ayat, N.E., Cheriet, M., Suen, C.Y.

“…This approach aims to optimize the kernel parameters and to efficiently reduce the number of support vectors, so that the generalization error can be reduced…”
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Fast SVM training algorithm with decomposition on very large data sets by Jian-xiong Dong, Krzyzak, A., Suen, C.Y.

“…Training a support vector machine on a data set of huge size with thousands of classes is a challenging problem. This paper proposes an efficient algorithm to…”
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Automatic recognition of handwritten numerical strings: a recognition and verification strategy by Oliveira, L.S., Sabourin, R., Bortolozzi, F., Suen, C.Y.

“…A modular system to recognize handwritten numerical strings is proposed. It uses a segmentation-based recognition approach and a recognition and verification…”
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Recognition and verification of unconstrained handwritten words by Koerich, A.L., Sabourin, R., Suen, C.Y.

“…This paper presents a novel approach for the verification of the word hypotheses generated by a large vocabulary, offline handwritten word recognition system…”
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An HMM-based approach for off-line unconstrained handwritten word modeling and recognition by El-Yacoubi, A., Gilloux, M., Sabourin, R., Suen, C.Y.

“…Describes a hidden Markov model-based approach designed to recognize off-line unconstrained handwritten words for large vocabularies. After preprocessing, a…”
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A method of combining multiple experts for the recognition of unconstrained handwritten numerals by Huang, Y.S., Suen, C.Y.

“…For pattern recognition, when a single classifier cannot provide a decision which is 100 percent correct, multiple classifiers should be able to achieve higher…”
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Historical review of OCR research and development by Mori, S., Suen, C.Y., Yamamoto, K.

“…Research and development of OCR systems are considered from a historical point of view. The historical development of commercial systems is included. Both…”
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Thinning methodologies-a comprehensive survey by Lam, L., Lee, S.-W., Suen, C.Y.

“…A comprehensive survey of thinning methodologies is presented. A wide range of thinning algorithms, including iterative deletion of pixels and nonpixel-based…”
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Stroke-model-based character extraction from gray-level document images by Xiangyun Ye, Cheriet, M., Suen, C.Y.

“…Global gray-level thresholding techniques such as Otsu's method, and local gray-level thresholding techniques such as edge-based segmentation or the adaptive…”
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The state of the art in online handwriting recognition by Tappert, C.C., Suen, C.Y., Wakahara, T.

“…This survey describes the state of the art of online handwriting recognition during a period of renewed activity in the field. It is based on an extensive…”
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The partition–combination method for recognition of handwritten characters [formula omitted] by Li, Z.-C., Suen, C.Y.

“…The partition–combination method is a universal strategy for studying all sciences. This paper introduces such a strategy to handwritten character recognition,…”
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Endoscopic Retreatment Compared with Surgery in Patients with Recurrent Bleeding after Initial Endoscopic Control of Bleeding Ulcers by Lau, James Y.W, Sung, Joseph J.Y, Lam, Yuk-hoi, Chan, Francis K.L, Chan, Angus C.W, Ng, Enders K.W, Lee, Danny W.H, Suen, Roamy C.Y, Chung, S.C. Sydney

“…Bleeding peptic ulcer is a life-threatening emergency with a mortality rate of around 10 percent. 1 , 2 Endoscopic therapy is the first treatment to control…”
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A width-invariant property of curves based on wavelet transform with a novel wavelet function by Lihua Yang, Suen, C.Y., Yuan Yan Tang

“…This paper is an improvement on the characterization of edges. Using a novel wavelet function, it is proven that the maximum moduli of the wavelet transform…”
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Crucial combinations of parts for handwritten alphanumeric characters by Li, Z.C., Suen, C.Y.

“…A combining approach has been studied previously to integrate different parts of handwritten characters for their analysis and recognition. Perfect…”
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New algorithms for fixed and elastic geometric transformation models by Tang, Y.Y., Suen, C.Y.

“…This paper describes a new approach that leads to the discovery of substitutions or approximations for physical transformation by fixed and elastic geometric…”
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A recursive thresholding technique for image segmentation by Cheriet, M., Said, J.N., Suen, C.Y.

“…In this correspondence, we present a general recursive approach for image segmentation by extending Otsu's (1978) method. The new approach has been implemented…”
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Rotation invariant texture classification by ridgelet transform and frequency–orientation space decomposition by Pan, Wumo, Bui, T.D., Suen, C.Y.

“…A new rotation invariant feature extraction method in the ridgelet transform domain for texture classification is proposed. Ridgelet transform can be divided…”
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A Genetic Binary Particle Swarm Optimization Model by Sadri, J., Suen, C.Y.

“…In this paper, a genetic binary particle swarm optimization (GBPSO) model is proposed, and its performance is compared with the regular binary particle swarm…”
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Text detection from scene images using sparse representation by Wumo Pan, Bui, T.D., Suen, C.Y.

“…A sparse representation based method is proposed for text detection from scene images. We start with edge information extracted using Canny operator and then…”
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Computer recognition of unconstrained handwritten numerals by Suen, C.Y., Nadal, C., Legault, R., Mai, T.A., Lam, L.

“…Four independently, developed expert algorithms for recognizing unconstrained handwritten numerals are presented. All have high recognition rates. Different…”
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