2 citations · 3 across the 5 of their papers we have counts for
7 papers
Disguised Face Identification (DFI) with Facial KeyPoints using Spatial Fusion Convolutional Network
Amarjot Singh, Devendra Patil, G Meghana Reddy +1
Disguised face identification (DFI) is an extremely challenging problem due to the numerous variations that can be introduced using different disguises. This paper introduces a dee…
Texture and Structure Incorporated ScatterNet Hybrid Deep Learning Network (TS-SHDL) For Brain Matter Segmentation
Amarjot Singh, Devamanyu Hazarika, Aniruddha Bhattacharya
Automation of brain matter segmentation from MR images is a challenging task due to the irregular boundaries between the grey and white matter regions. In addition, the presence of…
Efficient Convolutional Network Learning using Parametric Log based Dual-Tree Wavelet ScatterNet
Amarjot Singh, Nick Kingsbury
We propose a DTCWT ScatterNet Convolutional Neural Network (DTSCNN) formed by replacing the first few layers of a CNN network with a parametric log based DTCWT ScatterNet. The Scat…
ScatterNet Hybrid Deep Learning (SHDL) Network For Object Classification
Amarjot Singh, Nick Kingsbury
The paper proposes the ScatterNet Hybrid Deep Learning (SHDL) network that extracts invariant and discriminative image representations for object recognition. SHDL framework is con…
Variance Based Moving K-Means Algorithm
Vibin Vijay, Raghunath Vp, Amarjot Singh +1
Clustering is a useful data exploratory method with its wide applicability in multiple fields. However, data clustering greatly relies on initialization of cluster centers that can…
Multi-Resolution Dual-Tree Wavelet Scattering Network for Signal Classification
Amarjot Singh, Nick Kingsbury
This paper introduces a Deep Scattering network that utilizes Dual-Tree complex wavelets to extract translation invariant representations from an input signal. The computationally…