Siyamalan Manivannan

发表

An ensemble-based deep semi-supervised learning for the classification of Wafer Bin Maps defect patterns

Siyamalan Manivannan, 2022, Comput. Ind. Eng..

Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population

Stephen J. McKenna, Siyamalan Manivannan, Emanuele Trucco, 2017, FIFI/OMIA@MICCAI.

Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study

A. Ramanan, Ruixuan Wang, Siyamalan Manivannan, 2022, Neural Computing and Applications.

Brain Tumor Region Segmentation using Local Co-occurrence Features and Conditional Random Fields

Wenqi Li, Siyamalan Manivannan, Ruixuan Wang, 2014 .

Visual feature learning with application to medical image classification

Siyamalan Manivannan, Siyamalan Manivannan, 2015 .

Inter-Cluster Features for Medical Image Classification

Emanuele Trucco, Siyamalan Manivannan, Ruixuan Wang, 2014, MICCAI.

Siamese network based fine grained classification for Diabetic Retinopathy grading

A. Ramanan, Siyamalan Manivannan, Rajendran Nirthika, 2022, Biomedical Signal Processing and Control.

Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features

Stephen J. McKenna, Emanuele Trucco, Jianguo Zhang, 2018, IEEE Transactions on Medical Imaging.

Look at Both Eyes: Deep Learning Based Feature Fusion Strategies for the Classification of Diabetic Retinopathy Lesions

A. Ramanan, Siyamalan Manivannan, Rajendran Nirthika, 2021, 2021 10th International Conference on Information and Automation for Sustainability (ICIAfS).

Subcategory Classifiers for Multiple-Instance Learning and Its Application to Retinal Nerve Fiber Layer Visibility Classification

Emanuele Trucco, Stephen Burgess, Siyamalan Manivannan, 2016, IEEE Transactions on Medical Imaging.

Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks

Stephen J. McKenna, Emanuele Trucco, Jianguo Zhang, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens

Stephen J. McKenna, Jianguo Zhang, Wenqi Li, 2016, Pattern Recognit..

Video-Specific SVMs for Colonoscopy Image Classification

Emanuele Trucco, María P. Trujillo, Siyamalan Manivannan, 2014, CARE@MICCAI.

HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs

Stephen J. McKenna, Jianguo Zhang, Wenqi Li, 2014, 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images.

HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM

Stephen J. McKenna, Wenqi Li, Siyamalan Manivannan, 2014, 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images.

Convolutional Neural Network and Feature Encoding for Predicting the Outcome of Cricket Matches

Siyamalan Manivannan, Mogan Kausik, Siyamalan Manivannan, 2019, 2019 14th Conference on Industrial and Information Systems (ICIIS).

Learning discriminative local features from image-level labelled data for colonoscopy image classification

Emanuele Trucco, Siyamalan Manivannan, E. Trucco, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Automatic normal-abnormal video frame classification for colonoscopy

Emanuele Trucco, Siyamalan Manivannan, Ruixuan Wang, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Enhancing Normal-Abnormal Classification Accuracy in Colonoscopy Videos via Temporal Consistency

Emanuele Trucco, María P. Trujillo, Siyamalan Manivannan, 2015, CARE@MICCAI.

Subcategory Classifiers for Multiple-Instance Learning and Its Application to Retinal Nerve Fiber Layer Visibility Classification

Emanuele Trucco, Stephen Burgess, Siyamalan Manivannan, 2016, IEEE Transactions on Medical Imaging.

Extended Multi-resolution Local Patterns - A Discriminative Feature Learning Approach for Colonoscopy Image Classification

Emanuele Trucco, Siyamalan Manivannan, E. Trucco, 2016, CARE@MICCAI.

Extended Gaussian-Filtered Local Binary Patterns for Colonoscopy Image Classification

Emanuele Trucco, Siyamalan Manivannan, Ruixuan Wang, 2013, 2013 IEEE International Conference on Computer Vision Workshops.