2 papers
cs.CV2026
GraphFusion3D: Dynamic Graph Attention Convolution with Adaptive Cross-Modal Transformer for 3D Object Detection
Md Sohag Mia, Md Nahid Hasan, Muhammad Abdullah Adnan
Despite significant progress in 3D object detection, point clouds remain challenging due to sparse data, incomplete structures, and limited semantic information. Capturing contextu…
cs.CV2025
Layout Anything: One Transformer for Universal Room Layout Estimation
Md Sohag Mia, Muhammad Abdullah Adnan
We present Layout Anything, a transformer-based framework for indoor layout estimation that adapts the OneFormer's universal segmentation architecture to geometric structure predic…