Siyamalan Manivannan

30 papers Journal 12Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A lightweight semi-supervised active learning framework for blood cell image classification. Vis. Comput. Thedsanamoorthysarma Thanushika, Siyamalan Manivannan, Rajendran Nirthika
2025	J	`jnl`	Semi-Supervised Learning with Online Knowledge Distillation for Skin Lesion Classification. CoRR Siyamalan Manivannan
2024	J	`jnl`	Pseudo-labeling and clustering-based active learning for imbalanced classification of wafer bin map defects. Signal Image Video Process. Siyamalan Manivannan
2024	J	`jnl`	Semi-supervised imbalanced classification of wafer bin map defects using a Dual-Head CNN. Expert Syst. Appl. Siyamalan Manivannan
2023	J	`jnl`	Automatic quality inspection in additive manufacturing using semi-supervised deep learning. J. Intell. Manuf. Siyamalan Manivannan
2023	J	`jnl`	Collaborative deep semi-supervised learning with knowledge distillation for surface defect classification. Comput. Ind. Eng. Siyamalan Manivannan
2022	J	`jnl`	An ensemble-based deep semi-supervised learning for the classification of Wafer Bin Maps defect patterns. Comput. Ind. Eng. Siyamalan Manivannan
2022	J	`jnl`	Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study. Neural Comput. Appl. Rajendran Nirthika, Siyamalan Manivannan, Amirthalingam Ramanan, Ruixuan Wang
2022	J	`jnl`	Siamese network based fine grained classification for Diabetic Retinopathy grading. Biomed. Signal Process. Control. Rajendran Nirthika, Siyamalan Manivannan, Amirthalingam Ramanan
2020	—	`conf`	Loss functions for optimizing Kappa as the evaluation measure for classifying diabetic retinopathy and prostate cancer images. ICIIS Rajendran Nirthika, Siyamalan Manivannan, Amirthalingam Ramanan
2019	—	`conf`	Biomarker Localization by Combining CNN Classifier and Generative Adversarial Network. MICCAI (1) Rong Zhang, Shuhan Tan, Ruixuan Wang, Siyamalan Manivannan, Jingjing Chen, Haotian Lin, Wei-Shi Zheng
2019	—	`conf`	Convolutional Neural Network and Feature Encoding for Predicting the Outcome of Cricket Matches. ICIIS Siyamalan Manivannan, Mogan Kausik
2018	J	`jnl`	Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features. IEEE Trans. Medical Imaging Siyamalan Manivannan, Wenqi Li, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
2017	—	`conf`	Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population. FIFI/OMIA@MICCAI Ahmed E. Fetit, Siyamalan Manivannan, Sarah McGrory, Lucia Ballerini, Alexander S. Doney, Thomas J. MacGillivray, Ian J. Deary, Joanna M. Wardlaw, Fergus Doubal, Gareth J. McKay, Stephen J. McKenna, Emanuele Trucco
2017	J	`jnl`	Subcategory Classifiers for Multiple-Instance Learning and Its Application to Retinal Nerve Fiber Layer Visibility Classification. IEEE Trans. Medical Imaging Siyamalan Manivannan, Caroline Cobb, Stephen Burgess, Emanuele Trucco
2016	J	`jnl`	An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens. Pattern Recognit. Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2016	—	`conf`	Extended Multi-resolution Local Patterns - A Discriminative Feature Learning Approach for Colonoscopy Image Classification. CARE@MICCAI Siyamalan Manivannan, Emanuele Trucco
2016	—	`conf`	Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks. ISBI Wenqi Li, Siyamalan Manivannan, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
2016	—	`conf`	Hierarchical mix-pooling and its applications to biomedical image classification. ISBI Siyamalan Manivannan, Ruixuan Wang, Emanuele Trucco
2016	—	`conf`	Local structure prediction for gland segmentation. ISBI Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
2016	—	`conf`	Sub-category Classifiers for Multiple-instance Learning and Its Application to Retinal Nerve Fiber Layer Visibility Classification. MICCAI (2) Siyamalan Manivannan, Caroline Cobb, Stephen Burgess, Emanuele Trucco
2015	—	`conf`	Enhancing Normal-Abnormal Classification Accuracy in Colonoscopy Videos via Temporal Consistency. CARE@MICCAI Gustavo A. Puerto Souza, Siyamalan Manivannan, María P. Trujillo, Jesus Arbey Hoyos, Emanuele Trucco, Gian Luca Mariottini
2015	—	`conf`	Learning discriminative local features from image-level labelled data for colonoscopy image classification. ISBI Siyamalan Manivannan, Emanuele Trucco
2015	—	`—`	Visual feature learning with application to medical image classification. Siyamalan Manivannan
2014	—	`conf`	HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs. I3A@ICPR Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2014	—	`conf`	HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM. I3A@ICPR Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2014	—	`conf`	Inter-Cluster Features for Medical Image Classification. MICCAI (3) Siyamalan Manivannan, Ruixuan Wang, Emanuele Trucco
2014	—	`conf`	Video-Specific SVMs for Colonoscopy Image Classification. CARE@MICCAI Siyamalan Manivannan, Ruixuan Wang, María P. Trujillo, Jesus Arbey Hoyos, Emanuele Trucco
2013	—	`conf`	Automatic normal-abnormal video frame classification for colonoscopy. ISBI Siyamalan Manivannan, Ruixuan Wang, Emanuele Trucco, Adrian Hood
2013	—	`conf`	Extended Gaussian-Filtered Local Binary Patterns for Colonoscopy Image Classification. ICCV Workshops Siyamalan Manivannan, Ruixuan Wang, Emanuele Trucco