67 citations · 68 across the 3 of their papers we have counts for
4 papers · 1 filter
MultiShadow: Multi-Object Shadow Generation for Image Compositing via Diffusion Model
Waqas Ahmed, Dean Diepeveen, Ferdous Sohel
Realistic shadow generation is crucial for achieving seamless image compositing, yet existing methods primarily focus on single-object insertion and often fail to generalize when m…
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey
Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga +2
Estimating depth from single RGB images and videos is of widespread interest due to its applications in many areas, including autonomous driving, 3D reconstruction, digital enterta…
Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery
A S M Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen +2
Most weed species can adversely impact agricultural productivity by competing for nutrients required by high-value crops. Manual weeding is not practical for large cropping areas.…
A Survey of Deep Learning Techniques for Weed Detection from Images
A S M Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen +2
The rapid advances in Deep Learning (DL) techniques have enabled rapid detection, localisation, and recognition of objects from images or videos. DL techniques are now being used i…