3 papers
cs.CV2024
Faster Metallic Surface Defect Detection Using Deep Learning with Channel Shuffling
Siddiqui Muhammad Yasir, Hyunsik Ahn
Deep learning has been constantly improving in recent years and a significant number of researchers have devoted themselves to the research of defect detection algorithms. Detectio…
cs.CV2024
3D Instance Segmentation Using Deep Learning on RGB-D Indoor Data
Siddiqui Muhammad Yasir, Amin Muhammad Sadiq, Hyunsik Ahn
3D object recognition is a challenging task for intelligent and robot systems in industrial and home indoor environments. It is critical for such systems to recognize and segment t…
cs.CV2024
Deep Learning-Based 3D Instance and Semantic Segmentation: A Review
Siddiqui Muhammad Yasir, Hyunsik Ahn
The process of segmenting point cloud data into several homogeneous areas with points in the same region having the same attributes is known as 3D segmentation. Segmentation is cha…