8 citations · 8 across the 6 of their papers we have counts for
15 papers
PS-StyleGAN: Illustrative Portrait Sketching using Attention-Based Style Adaptation
Kushal Kumar Jain, Ankith Varun J, Anoop Namboodiri
Portrait sketching involves capturing identity specific attributes of a real face with abstract lines and shades. Unlike photo-realistic images, a good portrait sketch generation m…
Transformer based Fingerprint Feature Extraction
Saraansh Tandon, Anoop Namboodiri
Fingerprint feature extraction is a task that is solved using either a global or a local representation. State-of-the-art global approaches use heavy deep learning models to proces…
A Unified Model for Fingerprint Authentication and Presentation Attack Detection
Additya Popli, Saraansh Tandon, Joshua J. Engelsma +3
Typical fingerprint recognition systems are comprised of a spoof detection module and a subsequent recognition module, running one after the other. In this paper, we reformulate th…
Reducing the Variance of Variational Estimates of Mutual Information by Limiting the Critic's Hypothesis Space to RKHS
P Aditya Sreekar, Ujjwal Tiwari, Anoop Namboodiri
Mutual information (MI) is an information-theoretic measure of dependency between two random variables. Several methods to estimate MI, from samples of two random variables with un…
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation
P Aditya Sreekar, Ujjwal Tiwari, Anoop Namboodiri
Video Prediction is an interesting and challenging task of predicting future frames from a given set context frames that belong to a video sequence. Video prediction models have fo…
Understanding Dynamic Scenes using Graph Convolution Networks
Sravan Mylavarapu, Mahtab Sandhu, Priyesh Vijayan +3
We present a novel Multi-Relational Graph Convolutional Network (MRGCN) based framework to model on-road vehicle behaviors from a sequence of temporally ordered frames as grabbed b…