19 citations · 56 across the 7 of their papers we have counts for
8 papers
CAMP-HiVe: Cyclic Pair Merging based Efficient DNN Pruning with Hessian-Vector Approximation for Resource-Constrained Systems
Mohammad Helal Uddin, Sai Krishna Ghanta, Liam Seymour +1
Deep learning algorithms are becoming an essential component of many artificial intelligence (AI) driven applications, many of which run on resource-constrained and energy-constrai…
Breast Cancer Segmentation using Attention-based Convolutional Network and Explainable AI
Jai Vardhan, Taraka Satya Krishna Teja Malisetti
Breast cancer (BC) remains a significant health threat, with no long-term cure currently available. Early detection is crucial, yet mammography interpretation is hindered by high f…
Automated Speaker Independent Visual Speech Recognition: A Comprehensive Survey
Praneeth Nemani, G. Sai Krishna, Supriya Kundrapu
Speaker-independent VSR is a complex task that involves identifying spoken words or phrases from video recordings of a speaker's facial movements. Over the years, there has been a…
Adversarial Security and Differential Privacy in mmWave Beam Prediction in 6G networks
Ghanta Sai Krishna, Kundrapu Supriya, Sanskar Singh +1
In the forthcoming era of 6G, the mmWave communication is envisioned to be used in dense user scenarios with high bandwidth requirements, that necessitate efficient and accurate be…
A Novel end-to-end Framework for Occluded Pixel Reconstruction with Spatio-temporal Features for Improved Person Re-identification
Prathistith Raj Medi, Ghanta Sai Krishna, Praneeth Nemani +2
Person re-identification is vital for monitoring and tracking crowd movement to enhance public security. However, re-identification in the presence of occlusion substantially reduc…
LesionAid: Vision Transformers-based Skin Lesion Generation and Classification
Ghanta Sai Krishna, Kundrapu Supriya, Mallikharjuna Rao K +1
Skin cancer is one of the most prevalent forms of human cancer. It is recognized mainly visually, beginning with clinical screening and continuing with the dermoscopic examination,…
Vision Transformers and YoloV5 based Driver Drowsiness Detection Framework
Ghanta Sai Krishna, Kundrapu Supriya, Jai Vardhan +1
Human drivers have distinct driving techniques, knowledge, and sentiments due to unique driving traits. Driver drowsiness has been a serious issue endangering road safety; therefor…
Reconstructing Vechicles from a Single Image: Shape Priors for Road Scene Understanding
J. Krishna Murthy, G. V. Sai Krishna, Falak Chhaya +1
We present an approach for reconstructing vehicles from a single (RGB) image, in the context of autonomous driving. Though the problem appears to be ill-posed, we demonstrate that…