12.12 Yasutaka Furukawa博士

SFU Yasutaka Furukawa
3D Reconstruction From Sensing, Perception, to Cognition

sensing->perception->cognition

Tango, CANVAS by Occipital
sensing revolution

sensor data
Calibration and camera poses
Geometric model
SfM, SLAM, Matching-moving
Visual Octometry
Multi-view

A Theory of Shape by Space Carving (Algorithm)
Plane Sweep Algorithm

Pixel -> Patch
Global Optimization

Multi-view High consistency
matching, feature matching (depth)
Markov Random Field

概率模型
图模型
三角不等式
α \alpha -Expansion
Tree-reweighted Message Passing

Maximum Peak vs MRF optimization
View Clustering

low level -> high level vs high level -> low level

CSG reconstruction

floorplan
RGBD Video Stream
Corner Candidate

PlaneRCNN

(英语太差了)

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转载自blog.csdn.net/u012397583/article/details/84981256