8 Dense motion estimation 381
Translational alignment • Parametric motion •
Spline-based motion • Optical flow •
Layered motion
9 Image stitching 427
Motion models • Global alignment •
Compositing
10 Computational photography 467
Photometric calibration • High dynamic range imaging •
Super-resolution and blur removal •
Image matting and compositing •
Texture analysis and synthesis
11 Stereo correspondence 533
Epipolar geometry • Sparse correspondence •
Dense correspondence • Local methods •
Global optimization • Multi-view stereo
12 3D reconstruction 577
Shape from X • Active rangefinding •
Surface representations • Point-based representations •
Volumetric representations • Model-based reconstruction •
Recovering texture maps and albedos
13 Image-based rendering 619
View interpolation • Layered depth images •
Light fields and Lumigraphs • Environment mattes •
Video-based rendering
14 Recognition 655
Object detection • Face recognition •
Instance recognition • Category recognition •
Context and scene understanding •
Recognition databases and test sets
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