Siyamalan Manivannan
Siyamalan Manivannan
Department of Computer Science, University of Jaffna, Sri Lanka
Verified email at univ.jfn.ac.lk - Homepage
Title
Cited by
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Year
An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens
S Manivannan, W Li, S Akbar, R Wang, J Zhang, SJ McKenna
Pattern Recognition 51, 12-26, 2016
722016
GLAND SEGMENTATION IN COLON HISTOLOGY IMAGES USING HAND-CRAFTED FEATURES AND CONVOLUTIONAL NEURAL NETWORKS
W Li, S Manivannan, S Akbar, J Zhang, E Trucco, SJ McKenna
492016
HEp-2 cell classification using multi-resolution local patterns and ensemble SVMs
S Manivannan, W Li, S Akbar, R Wang, J Zhang, SJ McKenna
IEEE ICPR - 1st Workshop on Pattern Recognition Techniques for Indirect …, 2014
462014
Automatic normal-abnormal video frame classification for colonoscopy
S Manivannan, R Wang, E Trucco, A Hood
2013 IEEE 10th International Symposium on Biomedical Imaging, 644-647, 2013
282013
Structure prediction for gland segmentation with hand-crafted and deep convolutional features
S Manivannan, W Li, J Zhang, E Trucco, SJ McKenna
IEEE transactions on medical imaging 37 (1), 210-221, 2017
272017
Sub-category classifiers for multiple-instance learning and its application to retinal nerve fiber layer visibility classification
S Manivannan, C Cobb, S Burgess, E Trucco
IEEE transactions on medical imaging, 2017
212017
Sub-category Classifiers for Multiple-instance Learning and Its Application to Retinal Nerve Fiber Layer Visibility Classification
S Manivannan, C Cobb, S Burgess, E Trucco
MICCAI, 2016
212016
Hep-2 specimen classification using multi-resolution local patterns and SVM
S Manivannan, W Li, S Akbar, R Wang, J Zhang, SJ McKenna
IEEE ICPR I3A workshop on pattern recognition techniques for IIF images, 2014
192014
Inter-cluster features for medical image classification
ET S.Manivannan, R.Wang
Medical Image Computing and Computer-Assisted Intervention, MICCAI, 2014
10*2014
Extended gaussian-filtered local binary patterns for colonoscopy image classification
S Manivannan, R Wang, E Trucco
Proceedings of the IEEE International Conference on Computer Vision …, 2013
92013
Brain tumor region segmentation using local co-occurrence features and conditional random fields
S Manivannan, H Shen, W Li, R Annunziata, H Hamad, R Wang, J Zhang
Technique Report, 2014
72014
Combination of CNN and hand-crafted feature for ischemic Stroke Lesion segmentation
H Shen, S Manivannan, R Annunziata, R Wang, J Zhang
Ischemic stroke lesion segmentation 1, 2016
62016
Learning discriminative local features from image-level labelled data for colonoscopy image classification
S Manivannan, E Trucco
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 420-423, 2015
62015
Video-specific SVMs for colonoscopy image classification
S Manivannan, R Wang, MP Trujillo, JA Hoyos, E Trucco
International Workshop on Computer-Assisted and Robotic Endoscopy, 11-21, 2014
62014
Local structure prediction for gland segmentation
S Manivannan, W Li, S Akbar, J Zhang, E Trucco, SJ McKenna
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 799-802, 2016
52016
Skin lesion analysis towards melanoma detection using deep neural network ensemble
J Zhuang, W Li, S Manivannan, R Wang, JLJG Zhang, J Pan, G Jiang, ...
ISIC Challenge 2018 2, 2018
32018
Skin lesion analysis towards melanoma detection using deep neural network ensemble
ZY Jiaxin Zhuang, Weipeng Li, Siyamalan Manivannan, Roy Wang, JianGuo Zhang ...
Skin lesion analysis towards melanoma detection using deep neural network …, 2018
2*2018
Visual feature learning with application to medical image classification
S Manivannan
University of Dundee, 2015
22015
Biomarker Localization by Combining CNN Classifier and Generative Adversarial Network
R Zhang, S Tan, R Wang, S Manivannan, J Chen, H Lin, WS Zheng
International Conference on Medical Image Computing and Computer-Assisted …, 2019
12019
Comparative Analysis of Different Features and Encoding Methods for Rice Image Classification
VE Nirmalan, RD Nawarathna, S Manivannan
2018 IEEE International Conference on Information and Automation for …, 2018
12018
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