6 papers
Comparative Analysis of Military Detection Using Drone Imagery Across Multiple Visual Spectrums
Sourov Roy Shuvo, Prajwal Panth, Rajesh Chowdhury +3
In modern warfare, drones are becoming an essential part of intelligence gathering and carrying out precise attacks in different kinds of hostile environments. Their ability to ope…
YOLO26: An Analysis of NMS-Free End to End Framework for Real-Time Object Detection
Sudip Chakrabarty
The ``You Only Look Once'' (YOLO) framework has long served as a standard for real-time object detection, though traditional iterations have utilized Non-Maximum Suppression (NMS)…
Soundscapes in Spectrograms: Pioneering Multilabel Classification for South Asian Sounds
Sudip Chakrabarty, Pappu Bishwas, Rajdeep Chatterjee +3
Environmental sound classification is a field of growing importance for urban monitoring and cultural soundscape analysis, especially within the acoustically rich environments of S…
Explainable Continuous-Time Mask Refinement with Local Self-Similarity Priors for Medical Image Segmentation
Rajdeep Chatterjee, Sudip Chakrabarty, Trishaani Acharjee
Accurate semantic segmentation of foot ulcers is essential for automated wound monitoring, yet boundary delineation remains challenging due to tissue heterogeneity and poor contras…
AUDRON: A Deep Learning Framework with Fused Acoustic Signatures for Drone Type Recognition
Rajdeep Chatterjee, Sudip Chakrabarty, Trishaani Acharjee +1
Unmanned aerial vehicles (UAVs), commonly known as drones, are increasingly used across diverse domains, including logistics, agriculture, surveillance, and defense. While these sy…
Explainable Transformer-CNN Fusion for Noise-Robust Speech Emotion Recognition
Sudip Chakrabarty, Pappu Bishwas, Rajdeep Chatterjee
Speech Emotion Recognition (SER) systems often degrade in performance when exposed to the unpredictable acoustic interference found in real-world environments. Additionally, the op…