3 papers
q-bio.QM2022
Assistive Completion of Agrammatic Aphasic Sentences: A Transfer Learning Approach using Neurolinguistics-based Synthetic Dataset
Rohit Misra, Sapna S Mishra, Tapan K. Gandhi
Damage to the inferior frontal gyrus (Broca's area) can cause agrammatic aphasia wherein patients, although able to comprehend, lack the ability to form complete sentences. This in…
cs.CV2021
Landmark-Aware and Part-based Ensemble Transfer Learning Network for Facial Expression Recognition from Static images
Rohan Wadhawan, Tapan K. Gandhi
Facial Expression Recognition from static images is a challenging problem in computer vision applications. Convolutional Neural Network (CNN), the state-of-the-art method for vario…
cs.CV2021
Intelligent Monitoring of Stress Induced by Water Deficiency in Plants using Deep Learning
Shiva Azimi, Rohan Wadhawan, Tapan K. Gandhi
In the recent decade, high-throughput plant phenotyping techniques, which combine non-invasive image analysis and machine learning, have been successfully applied to identify and q…