computer vision - khu.ac.krcvlab.khu.ac.kr/cvlecture26.pdf · vision for graphics slides from larry...

Computer Vision

Vision for Graphics

Slides from Larry Zitnick, Sing Bing Kang, Rick Szeliski, Interactive Visual Media Group, Microsoft Research

Vision For Graphics ICCV 2005

Computer Graphics

Image

Output

Model Synthetic

Camera

Vision For Graphics ICCV 2005

Real Scene

Computer Vision

Real Cameras

Model

Output

Vision For Graphics ICCV 2005

Combined: Vision for Graphics

Model Real Scene

Real Cameras

Image

Output

Synthetic

Camera

Vision For Graphics ICCV 2005

What makes vision and graphics different?

Graphics

How photo-realistic?

Vision

How close to the

ground truth?

Vision For Graphics ICCV 2005

What makes vision and graphics different?

Graphics

User interaction.

Vision

Fully automatic.

Vision For Graphics ICCV 2005

Topics

• Vision and special effects

• Image matting and inpainting

• Image-based rendering

• High-quality video interpolation

Image-based rendering

Depth Image-based rendering

Image matting and inpainting

Vision and special effects

Vision for Graphics

Vision for Graphics

Vision for Graphics

Top Publications Top Journals

- IEEE Transactions on Pattern Analysis and Machine Intelligence

(IF: ~5.0, JCR ranking: 1~4 out of 120 SCI Journals in AI field)

- International Journal of Computer Vision

(IF: ~4.0, JCR ranking: 5~10 out of 120 SCI Journals in AI field)

Top Conferences

- CVPR :IEEE Inter. Conference on Computer Vision & Pattern Recognition

- ICCV :IEEE Inter. Conference on Computer Vision

- ECCV :European Conference on Computer Vision

Other Related

-IEEE Transactions on Image Processing

-ACM Transactions on Graphics

-NIPS :Neural Information Processing Systems Conference

-SIGGRAPH :Inter. Conference on Computer Graphics & Interactive Techniques

-MICCAI :Inter. Conf. on Medical Image Computing & Computer Assisted Intervention

Top Publications

Top Publications

Top Publications

Only CVPR in Top 100 rank out of all CS/CE pub.