Ayush Roy

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 12

Top Topics

Histopathology Images

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

IEEE Trans. Instrum. Meas.

Publications

Ayush Roy, Sujan Sarkar, Sohom Ghosal, Dmitry I. Kaplun, Asya I. Lyanova, Ram Sarkar
A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature Fusion. CoRR (2024)
Ayush Roy, Anurag Bhattacharjee, Diego Oliva, Oscar Ramos-Soto, Francisco J. Alvarez-Padilla, Ram Sarkar
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays. CBMS (2024)
Soham Chakraborty, Ayush Roy, Payel Pramanik, Daria Valenkova, Ram Sarkar
A Dual Attention-aided DenseNet-121 for Classification of Glaucoma from Fundus Images. CoRR (2024)
Ayush Roy, Payel Pramanik, Sohom Ghosal, Daria Valenkova, Dmitrii I. Kaplun, Ram Sarkar
GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image Segmentation. MIUA (1) (2024)
Ayush Roy, Payel Pramanik, Ram Sarkar
-Net: A Parameter Efficient Ensemble Model With Attention-Aided Triple Feature Fusion for Tumor Segmentation in Breast Ultrasound Images. IEEE Trans. Instrum. Meas. 73 (2024)
Ayush Roy, Payel Pramanik, Sohom Ghosal, Daria Valenkova, Dmitry I. Kaplun, Ram Sarkar
GRU-Net for breast histopathology image segmentation. CoRR (2024)
Ayush Roy, Anurag Bhattacharjee, Diego Oliva, Oscar Ramos-Soto, Francisco J. Alvarez-Padilla, Ram Sarkar
FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays. CoRR (2024)
Soham Chakraborty, Ayush Roy, Payel Pramanik, Daria Valenkova, Ram Sarkar
A Dual Attention-aided DenseNet-121 for Classification of Glaucoma from Fundus Images. MECO (2024)
Ayush Roy, Payel Pramanik, Dmitrii I. Kaplun, Sergei Antonov, Ram Sarkar
AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images. CoRR (2024)
Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Shivanand S. Gornale, Cheng-Lin Liu
A New Lightweight Attention-Based Model for Emotion Recognition on Distorted Social Media Face Images. ACPR (2) (2023)
Palaiahnakote Shivakumara, Ayush Roy, Lokesh Nandanwar, Umapada Pal, Yue Lu, Cheng-Lin Liu
A New Lightweight Script Independent Scene Text Style Transfer Network. Int. J. Pattern Recognit. Artif. Intell. 37 (13) (2023)
Ayush Roy, Palaiahnakote Shivakumara, Umapada Pal, Hamam Mokayed, Marcus Liwicki
Fourier Feature-based CBAM and Vision Transformer for Text Detection in Drone Images. ICDAR Workshops (2) (2023)