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8 Dense motion estimation 335

Translational alignment • Parametric motion •
Spline-based motion • Optical flow •
Layered motion

9 Image stitching 375

Motion models • Global alignment •
Compositing

10 Computational photography 409

Photometric calibration • High dynamic range imaging •
Super-resolution and blur removal •
Image matting and compositing •
Texture analysis and synthesis

11 Stereo correspondence 467

Epipolar geometry • Sparse correspondence •
Dense correspondence • Local methods •
Global optimization • Multi-view stereo

12 3D reconstruction 505

Shape from X • Active rangefinding •
Surface representations • Point-based representations •
Volumetric representations • Model-based reconstruction •
Recovering texture maps and albedos

13 Image-based rendering 543

View interpolation • Layered depth images •
Light fields and Lumigraphs • Environment mattes •
Video-based rendering

14 Recognition 575

Object detection • Face recognition •
Instance recognition • Category recognition •
Context and scene understanding •
Recognition databases and test sets