81 citations · 275 across the 51 of their papers we have counts for
12 papers · 1 filter
Age Gap Reducer-GAN for Recognizing Age-Separated Faces
Daksha Yadav, Naman Kohli, Mayank Vatsa +2
In this paper, we propose a novel algorithm for matching faces with temporal variations caused due to age progression. The proposed generative adversarial network algorithm is a un…
WaveTransform: Crafting Adversarial Examples via Input Decomposition
Divyam Anshumaan, Akshay Agarwal, Mayank Vatsa +1
Frequency spectrum has played a significant role in learning unique and discriminating features for object recognition. Both low and high frequency information present in images ha…
Attack Agnostic Adversarial Defense via Visual Imperceptible Bound
Saheb Chhabra, Akshay Agarwal, Richa Singh +1
The high susceptibility of deep learning algorithms against structured and unstructured perturbations has motivated the development of efficient adversarial defense algorithms. How…
MixNet for Generalized Face Presentation Attack Detection
Nilay Sanghvi, Sushant Kumar Singh, Akshay Agarwal +2
The non-intrusive nature and high accuracy of face recognition algorithms have led to their successful deployment across multiple applications ranging from border access to mobile…
Generalized Iris Presentation Attack Detection Algorithm under Cross-Database Settings
Mehak Gupta, Vishal Singh, Akshay Agarwal +2
Presentation attacks are posing major challenges to most of the biometric modalities. Iris recognition, which is considered as one of the most accurate biometric modality for perso…
Unravelling Small Sample Size Problems in the Deep Learning World
Rohit Keshari, Soumyadeep Ghosh, Saheb Chhabra +2
The growth and success of deep learning approaches can be attributed to two major factors: availability of hardware resources and availability of large number of training samples.…