127 citations · 612 across the 35 of their papers we have counts for
4 papers · 2 filters
A Genetic Algorithm based Kernel-size Selection Approach for a Multi-column Convolutional Neural Network
Animesh Singh, Sandip Saha, Ritesh Sarkhel +3
Deep neural network-based architectures give promising results in various domains including pattern recognition. Finding the optimal combination of the hyper-parameters of such a l…
Understanding Deep Learning Techniques for Image Segmentation
Swarnendu Ghosh, Nibaran Das, Ishita Das +1
The machine learning community has been overwhelmed by a plethora of deep learning based approaches. Many challenging computer vision tasks such as detection, localization, recogni…
Using dynamic routing to extract intermediate features for developing scalable capsule networks
Bodhisatwa Mandal, Swarnendu Ghosh, Ritesh Sarkhel +2
Capsule networks have gained a lot of popularity in short time due to its unique approach to model equivariant class specific properties as capsules from images. However the dynami…
Handwritten Indic Character Recognition using Capsule Networks
Bodhisatwa Mandal, Suvam Dubey, Swarnendu Ghosh +2
Convolutional neural networks(CNNs) has become one of the primary algorithms for various computer vision tasks. Handwritten character recognition is a typical example of such task…