Department of Computer Science
Recent Submissions
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Urban Scene Segmentation and Cross-Dataset Transfer Learning using SegFormer
(SPIE, 2025-08-01)Semantic segmentation is essential for autonomous driving applications, but state-of-the-art models are typically evaluated on large datasets like Cityscapes, leaving smaller datasets underexplored. This research gap limits ... -
Table Extraction with Table Data Using VGG-19 Deep Learning Model
(MDPI, 2025-01-01)In recent years, significant progress has been achieved in understanding and processing tabular data. However, existing approaches often rely on task-specific features and model architectures, posing challenges in accurately ... -
Deep learning in dermatopathology: applications for skin disease diagnosis and classification
(Springer Nature, 2025-08-28)Medical image segmentation is pivotal in disease diagnosis and treatment planning across various imaging modalities, including MRI, CT, ultrasound, X-ray, dermoscopy, and histopathology. This systematic literature review, ...