17 citations · 19 across the 16 of their papers we have counts for
5 papers · 1 filter
Deep Metric Learning for Computer Vision: A Brief Overview
Deen Dayal Mohan, Bhavin Jawade, Srirangaraj Setlur +1
Objective functions that optimize deep neural networks play a vital role in creating an enhanced feature representation of the input data. Although cross-entropy-based loss formula…
RealCQA: Scientific Chart Question Answering as a Test-bed for First-Order Logic
Saleem Ahmed, Bhavin Jawade, Shubham Pandey +2
We present a comprehensive study of chart visual question-answering(QA) task, to address the challenges faced in comprehending and extracting data from chart visualizations within…
SpaDen : Sparse and Dense Keypoint Estimation for Real-World Chart Understanding
Saleem Ahmed, Pengyu Yan, David Doermann +2
We introduce a novel bottom-up approach for the extraction of chart data. Our model utilizes images of charts as inputs and learns to detect keypoints (KP), which are used to recon…
CoNAN: Conditional Neural Aggregation Network For Unconstrained Face Feature Fusion
Bhavin Jawade, Deen Dayal Mohan, Dennis Fedorishin +2
Face recognition from image sets acquired under unregulated and uncontrolled settings, such as at large distances, low resolutions, varying viewpoints, illumination, pose, and atmo…
RidgeBase: A Cross-Sensor Multi-Finger Contactless Fingerprint Dataset
Bhavin Jawade, Deen Dayal Mohan, Srirangaraj Setlur +2
Contactless fingerprint matching using smartphone cameras can alleviate major challenges of traditional fingerprint systems including hygienic acquisition, portability and presenta…