12 citations · 14 across the 11 of their papers we have counts for
3 papers · 1 filter
Fully complex-valued deep learning model for visual perception
Aniruddh Sikdar, Sumanth Udupa, Suresh Sundaram
Deep learning models operating in the complex domain are used due to their rich representation capacity. However, most of these models are either restricted to the first quadrant o…
Fully Complex-valued Fully Convolutional Multi-feature Fusion Network (FC2MFN) for Building Segmentation of InSAR images
Aniruddh Sikdar, Sumanth Udupa, Suresh Sundaram +1
Building segmentation in high-resolution InSAR images is a challenging task that can be useful for large-scale surveillance. Although complex-valued deep learning networks perform…
Multi-Modal Domain Fusion for Multi-modal Aerial View Object Classification
Sumanth Udupa, Aniruddh Sikdar, Suresh Sundaram
Object detection and classification using aerial images is a challenging task as the information regarding targets are not abundant. Synthetic Aperture Radar(SAR) images can be use…