Roy, Swalpa Kumar

1. DocBinFormer: A Two-Level Transformer Network for Effective Document Image Binarization
   2023/12/06 by Risab Biswas, Swalpa Kumar Roy, Biswas, Risab +7 · 2 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Vehicle License Plate Recognition
2. How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification
   2024/06/22 by Ali Jamali, Jamali, Ali, Swalpa Kumar Roy +7 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
3. TD-RD: A Top-Down Benchmark with Real-Time Framework for Road Damage Detection
   2025/01/24 by Xi Xiao, Zhengji Li, Xiao, Xi +12 · 4 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Infrastructure Maintenance and Monitoring
4. Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?
   2024/06/24 by Pallabi Dutta, Soham Bose, Dutta, Pallabi +5 · 1 citation
   Computer Science · Engineering · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Medical Imaging and Analysis
5. Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation
   2024/07/06 by Kumari, Suruchi, Das, Aryan, Roy, Swalpa Kumar +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
6. Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation
   2024/05/20 by Wentao Wang, Xi Xiao, Wang, Wentao +13 · 1 citation
   Neuroscience · Computer Science · #Brain Tumor Detection and Classification #Medical Image Segmentation Techniques