Geometry shapes life: Embryo curvature acts as instruction manual for coordinated cell division

Life begins with a single fertilized cell that gradually transforms into a multicellular organism. This process requires ...
IEEE

Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation

Abstract: Analysis of cranial nerve systems, such as the anterior visual pathway (AVP), from MRI sequences is challenging due to their thin long architecture, structural variations along the path, and ...
GitHub

CASS:Learning Canonical Shape Space for Category-Level 6D Object Pose and Size Estimation

open3d==0.8.0.0 opencv-python==4.1.1.26 torch==1.2.0 torchvision==0.4.0 tqdm==4.32.1 trimesh==3.2.20 Compile "./metrics" for re-evaluating reconstructed models. You ...
IEEE

Multimodal Strain Sensing System for Shape Recognition of Tensegrity Structures by Combining Traditional Regression and Deep Learning Approaches

Abstract: A tensegrity-based system is a promising approach for dynamic exploration of uneven, unpredictable, and confined environments. However, implementing such systems presents challenges in state ...