40 citations · 52 across the 14 of their papers we have counts for
7 papers · 1 filter
Anatomizing Bias in Facial Analysis
Richa Singh, Puspita Majumdar, Surbhi Mittal +1
Existing facial analysis systems have been shown to yield biased results against certain demographic subgroups. Due to its impact on society, it has become imperative to ensure tha…
MTCD: Cataract Detection via Near Infrared Eye Images
Pavani Tripathi, Yasmeena Akhter, Mahapara Khurshid +4
Globally, cataract is a common eye disease and one of the leading causes of blindness and vision impairment. The traditional process of detecting cataracts involves eye examination…
MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection
Aayushi Agarwal, Akshay Agarwal, Sayan Sinha +2
The rapid progress in the ease of creating and spreading ultra-realistic media over social platforms calls for an urgent need to develop a generalizable deepfake detection techniqu…
Unravelling the Effect of Image Distortions for Biased Prediction of Pre-trained Face Recognition Models
Puspita Majumdar, Surbhi Mittal, Richa Singh +1
Identifying and mitigating bias in deep learning algorithms has gained significant popularity in the past few years due to its impact on the society. Researchers argue that models…
Indian Masked Faces in the Wild Dataset
Shiksha Mishra, Puspita Majumdar, Richa Singh +1
Due to the COVID-19 pandemic, wearing face masks has become a mandate in public places worldwide. Face masks occlude a significant portion of the facial region. Additionally, peopl…
Enhancing Fine-Grained Classification for Low Resolution Images
Maneet Singh, Shruti Nagpal, Mayank Vatsa +1
Low resolution fine-grained classification has widespread applicability for applications where data is captured at a distance such as surveillance and mobile photography. While fin…