127 citations · 1.1k across the 91 of their papers we have counts for
5 papers · 1 filter
Spoofing Detection on Hand Images Using Quality Assessment
Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee +2
Recent research on biometrics focuses on achieving a high success rate of authentication and addressing the concern of various spoofing attacks. Although hand geometry recognition…
GuideBP: Guiding Backpropagation Through Weaker Pathways of Parallel Logits
Bodhisatwa Mandal, Swarnendu Ghosh, Teresa Gonçalves +3
Convolutional neural networks often generate multiple logits and use simple techniques like addition or averaging for loss computation. But this allows gradients to be distributed…
Exploring Knowledge Distillation of a Deep Neural Network for Multi-Script identification
Shuvayan Ghosh Dastidar, Kalpita Dutta, Nibaran Das +2
Multi-lingual script identification is a difficult task consisting of different language with complex backgrounds in scene text images. According to the current research scenario,…
Multispectral Object Detection with Deep Learning
Md Osman Gani, Somenath Kuiry, Alaka Das +2
Object detection in natural scenes can be a challenging task. In many real-life situations, the visible spectrum is not suitable for traditional computer vision tasks. Moving outsi…
RectiNet-v2: A stacked network architecture for document image dewarping
Hmrishav Bandyopadhyay, Tanmoy Dasgupta, Nibaran Das +1
With the advent of mobile and hand-held cameras, document images have found their way into almost every domain. Dewarping of these images for the removal of perspective distortions…