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
682016
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
472014
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
442016
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
262017
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
262013
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
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
172017
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
172016
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
82013
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
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
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
52016
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
Visual feature learning with application to medical image classification
S Manivannan
University of Dundee, 2015
22015
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
Enhancing normal-abnormal classification accuracy in colonoscopy videos via temporal consistency
GA Puerto-Souza, S Manivannan, MP Trujillo, JA Hoyos, E Trucco, ...
Computer-Assisted and Robotic Endoscopy, 129-139, 2015
12015
Convolutional Neural Network and Feature Encoding for Predicting the Outcome of Cricket Matches
S Manivannan, M Kausik
2019 14th Conference on Industrial and Information Systems (ICIIS), 344-349, 2019
2019
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
2019
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Articles 1–20