3 papers
cs.RO2025
Advancing Autonomous Driving: DepthSense with Radar and Spatial Attention
Muhamamd Ishfaq Hussain, Zubia Naz, Muhammad Aasim Rafique +1
Depth perception is crucial for spatial understanding and has traditionally been achieved through stereoscopic imaging. However, the precision of depth estimation using stereoscopi…
cs.CV2025
Regional Attention-Enhanced Swin Transformer for Clinically Relevant Medical Image Captioning
Zubia Naz, Farhan Asghar, Muhammad Ishfaq Hussain +4
Automated medical image captioning translates complex radiological images into diagnostic narratives that can support reporting workflows. We present a Swin-BART encoder-decoder sy…
cs.LG2025
SWIR-LightFusion: Multi-spectral Semantic Fusion of Synthetic SWIR with Thermal IR (LWIR/MWIR) and RGB
Muhammad Ishfaq Hussain, Ma Van Linh, Zubia Naz +3
Enhancing scene understanding in adverse visibility conditions remains a critical challenge for surveillance and autonomous navigation systems. Conventional imaging modalities, suc…