Jeya Maria Jose Valanarasu

TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions

Jeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 327 citations

Convolutional Neural Network, Weather Degradation, Machine Learning +21

KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation

Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu et al. · IEEE Transactions on Medical Imaging · 2021 · 235 citations

Image Fusion Transformer

Vibashan VS, Jeya Maria Jose Valanarasu, Poojan Oza et al. · 2022 IEEE International Conference on Image Processing (ICIP) · 2022 · 188 citations

Convolutional Neural Network, Machine Vision, Image Analysis +14

Ambiguous Medical Image Segmentation Using Diffusion Models

Aimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu et al. · 2023 · 174 citations

Medical Image Segmentation, Engineering, Machine Learning +21

Medical Transformer: Gated Axial-Attention for Medical Image Segmentation

Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu et al. · Lecture notes in computer science · 2021 · 157 citations · Full text