182 citations · 222 across the 5 of their papers we have counts for
3 papers · 1 filter
Deep Sparse Representation-based Classification
Mahdi Abavisani, Vishal M. Patel
We present a transductive deep learning-based formulation for the sparse representation-based classification (SRC) method. The proposed network consists of a convolutional autoenco…
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training
Mahdi Abavisani, Hamid Reza Vaezi Joze, Vishal M. Patel
We present an efficient approach for leveraging the knowledge from multiple modalities in training unimodal 3D convolutional neural networks (3D-CNNs) for the task of dynamic hand…
In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks
Pramuditha Perera, Mahdi Abavisani, Vishal M. Patel
In unsupervised image-to-image translation, the goal is to learn the mapping between an input image and an output image using a set of unpaired training images. In this paper, we p…