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ORCIDAyush Roy
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2020 – today
- 2025
[j4]Ayush Roy, Shivakumara Palaiahnakote
, Umapada Pal, Cheng-Lin Liu:
A novel domain independent scene text localizer. Pattern Recognit. 158: 111015 (2025)- 2024
- [j3]Ayush Roy, Sk Mohiuddin, Ram Sarkar:
A Similarity-Based Positional Attention-Aided Deep Learning Model for Copy-Move Forgery Detection. IEEE Trans. Artif. Intell. 5(9): 4354-4363 (2024) - [j2]Ayush Roy, Payel Pramanik, Ram Sarkar:
EU2-Net: A Parameter Efficient Ensemble Model With Attention-Aided Triple Feature Fusion for Tumor Segmentation in Breast Ultrasound Images. IEEE Trans. Instrum. Meas. 73: 1-7 (2024) - [c7]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: 338-343 - [c6]Ayush Roy, Payel Pramanik, Dmitrii Kaplun, Sergei Antonov, Ram Sarkar:
Awgunet: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images. ISBI 2024: 1-4 - [c5]Ayush Roy, Sujan Sarkar, Sohom Ghosal, Dmitrii I. Kaplun, Asya I. Lyanova, Ram Sarkar:
A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-Based Feature Fusion. ISBI 2024: 1-4 - [c4]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: 1-4 - [c3]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: 300-313 - [i5]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 abs/2406.08425 (2024) - [i4]Ayush Roy, Payel Pramanik, Sohom Ghosal, Daria Valenkova, Dmitry I. Kaplun, Ram Sarkar:
GRU-Net for breast histopathology image segmentation. CoRR abs/2406.08604 (2024) - [i3]Soham Chakraborty, Ayush Roy, Payel Pramanik, Daria Valenkova, Ram Sarkar:
A Dual Attention-aided DenseNet-121 for Classification of Glaucoma from Fundus Images. CoRR abs/2406.15113 (2024) - [i2]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 abs/2406.15117 (2024) - [i1]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 abs/2406.15128 (2024) - 2023
- [j1]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): 2353003:1-2353003:29 (2023) - [c2]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: 243-257 - [c1]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: 257-271
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