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Siyamalan Manivannan

ORCID: 0000-0002-3371-9471
Observed ORCID: 0000-0002-3371-9471
OpenAlex ID: A5024392066
Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study
2022 · Rajendran Nirthika, Siyamalan Manivannan, et al. · Neural Computing and Applications · 257
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An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens
2015 · Siyamalan Manivannan, Wenqi Li, et al. · Pattern Recognition · 85
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks
2016 · Wenqi Li, Siyamalan Manivannan, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 67
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Automatic quality inspection in additive manufacturing using semi-supervised deep learning
2022 · Siyamalan Manivannan · Journal of Intelligent Manufacturing · 43
Semi-supervised imbalanced classification of wafer bin map defects using a Dual-Head CNN
2023 · Siyamalan Manivannan · Expert Systems with Applications · 32
An ensemble-based deep semi-supervised learning for the classification of Wafer Bin Maps defect patterns
2022 · Siyamalan Manivannan · Computers & Industrial Engineering · 28
Biomarker Localization by Combining CNN Classifier and Generative Adversarial Network
2019 · Rong Zhang, Shuhan Tan, et al. · Lecture notes in computer science · 23
Automatic normal-abnormal video frame classification for colonoscopy
2013 · Siyamalan Manivannan, Ruixuan Wang, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 23
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs
2014 · Siyamalan Manivannan, Wenqi Li, et al. · Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A) · 22
Collaborative deep semi-supervised learning with knowledge distillation for surface defect classification
2023 · Siyamalan Manivannan · Computers & Industrial Engineering · 17
Siamese network based fine grained classification for Diabetic Retinopathy grading
2022 · Rajendran Nirthika, Siyamalan Manivannan, et al. · Biomedical Signal Processing and Control · 17
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM
2014 · Siyamalan Manivannan, Wenqi Li, et al. · Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A) · 14
Loss functions for optimizing Kappa as the evaluation measure for classifying diabetic retinopathy and prostate cancer images
2020 · Rajendran Nirthika, Siyamalan Manivannan, et al. · IEEE International Conference on Industrial and Information Systems (ICIIS) · 12
Sub-category Classifiers for Multiple-instance Learning and Its Application to Retinal Nerve Fiber Layer Visibility Classification
2016 · Siyamalan Manivannan, Caroline Cobb, et al. · Lecture notes in computer science · 12
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Convolutional Neural Network and Feature Encoding for Predicting the Outcome of Cricket Matches
2019 · Siyamalan Manivannan, Mogan Kausik · IEEE International Conference on Industrial and Information Systems (ICIIS) · 11
A Semi-Supervised Deep Learning Approach for the Classification of Steel Surface Defects
2021 · Mathuranathan Mayuravaani, Siyamalan Manivannan · International Conference on Information and Automation for Sustainability (ICIAfS) · 9
Inter-Cluster Features for Medical Image Classification
2014 · Siyamalan Manivannan, Ruixuan Wang, et al. · Lecture notes in computer science · 9
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Extended Gaussian-Filtered Local Binary Patterns for Colonoscopy Image Classification
2013 · Siyamalan Manivannan, Ruixuan Wang, et al. · IEEE International Conference on Computer Vision Workshops · 9
Learning discriminative local features from image-level labelled data for colonoscopy image classification
2015 · Siyamalan Manivannan, Emanuele Trucco · IEEE International Symposium on Biomedical Imaging (ISBI) · 8
Local structure prediction for gland segmentation
2016 · Siyamalan Manivannan, Wenqi Li, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 6
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Video-Specific SVMs for Colonoscopy Image Classification
2014 · Siyamalan Manivannan, Ruixuan Wang, et al. · Lecture notes in computer science · 6
An experimental study on convolutional neural network-based pooling techniques for the classification of HEp-2 cell images
2021 · Rajendran Nirthika, Siyamalan Manivannan, et al. · International Conference on Information and Automation for Sustainability (ICIAfS) · 5
Pseudo-labeling and clustering-based active learning for imbalanced classification of wafer bin map defects
2023 · Siyamalan Manivannan · Signal Image and Video Processing · 4
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Comparative Analysis of Different Features and Encoding Methods for Rice Image Classification
2018 · Vijayaratnam Emulse Nirmalan, Ruwan D. Nawarathna, et al. · International Conference on Information and Automation for Sustainability (ICIAfS) · 3
Look at Both Eyes: Deep Learning Based Feature Fusion Strategies for the Classification of Diabetic Retinopathy Lesions
2021 · Rajendran Nirthika, Siyamalan Manivannan, et al. · International Conference on Information and Automation for Sustainability (ICIAfS) · 2
Works count: 40
Citation count: 751
H-index: 13
I10-index: 16
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