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cs.CV2025
VaLID: Verification as Late Integration of Detections for LiDAR-Camera Fusion
Vanshika Vats, Marzia Binta Nizam, James Davis
Vehicle object detection benefits from both LiDAR and camera data, with LiDAR offering superior performance in many scenarios. Fusion of these modalities further enhances accuracy,…
cs.CV2024
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation
Marzia Binta Nizam, Marian Zlateva, James Davis
Medical image segmentation is crucial for diagnosis and treatment planning. Traditional CNN-based models, like U-Net, have shown promising results but struggle to capture long-rang…