3D Computer Vision - 3D Object Recognition

 

Learning Pairwise Neural Network Encoder for Depth Image-based 3D Model Retrieval, ACM Multimedia, 2015
 

Deep Progressive Shape-Distribution-Encoder for 3D Shape Retrieval , ACM Multimedia, 2015
 

3D Deep Shape Descriptor, IEEE Computer Vision and Pattern Recognition (CVPR), 2015

 

DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval, IEEE Computer Vision and Pattern Recognition (CVPR), 2015
 

Center-Shift: An Approach Towards Automatic Robust Mesh Segmentation (ARMS)”, IEEE Computer Vision and Pattern Recognition (CVPR), 2012
 

Heat-Mapping: A Robust Approach Toward Perceptually Consistent Mesh Segmentation”, IEEE Computer Vision and Pattern Recognition (CVPR), 2011

 

Temperature Distribution Descriptor for Robust 3D Shape Retrieval”, NORDIA’11 (Non-Rigid Shape Analysis and Deformable Image Alignment, CVPR 2011
 

Heat Diffusion Long-Short Term Memory Learning for 3D Shape Analysis, ECCV 2016

3D Computer Vision - Applications

 

VIS4ION
Computer Vision Assistive Technologies for The Visually Impaired
 

CV4LV
Computer vision towards functional scene understanding: Unpacking Activities of Daily Living through AI in Low Vision (LV)

Computer Vision - Medical Image Processing

 

sLLE: Spherical Locally Linear Embedding with Applications to Tomography, IEEE Computer Vision and Pattern Recognition (CVPR), 2011