Computational Photography

Computational Photography, Fall 2011

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09/15 overview
09/29 bilateral filters
10/06 edge-aware filters
10/20 graph cut
10/27 gradient domain
11/03 stabilization
11/10 deblurring
11/24 HDR
12/08 super-resolution
12/22 image retargeting
12/29 stroke-based editing
01/05 patch-based editing

Lectures

Date	Topic	slides	readings/related links

2011/09/15	overview	ppt/pdf/4-up pdf	wikipedia about computational photography
2011/09/29	bilateral filter	SIGGRAPH 2008 course applications	Bilateral Filtering: Theory and Applications
2011/10/06 2011/10/13	edge-aware filter	WLS smoothing local extrema diffusion map guided filter domain transform local Laplacian L0 minimization	Edge-Preserving Decompositions for Multi-Scale Tone and Detail Manipulation Edge-Preserving Multiscale Image Decomposition Based on Local Extrema Diffusion Maps for Edge-Aware Image Editing Guided Image Filtering Domain Transform for Edge-Aware Image and Video Processing Local Laplacian Filters: Edge-Aware Image Processing with a Laplacian Pyramid Image Smoothing via L0 Gradient Minimization
2011/10/20	graph cut	graph cut	Graph Cuts in Vision and Graphics: Theories and Applications
2011/10/27	gradient domain	slides GradientShop MV cloning	Poisson Image Editing GradientShop MV cloning
2011/11/03 2011/11/10	video stabilization	slides content preserving warps subspace stabilization Youtube stabilization	Video Stabilization using Robust Feature Trajectories Content-Preserving Warps for 3D Video Stabilization Subspace Video Stabilization Robust L1 Stabilization
2011/11/10 2011/11/17	image deblurring	Fergus et al. high quality deblurring fast deblurring coded exposure	Removing Camera Shake from a Single Photograph High-Quality Motion Deblurring from a Single Image Fast Motion Deblurring Coded Exposure Photography
2011/11/24	HDR	slides	Recovering High Dynamic Range Radiance Maps from Photographs
2011/12/08	super-resolution	multi-frame SR single-image SR local self-example SR statistical method	Fast and Robust Multiframe Super Resolution Super-resolution from a Single Image Image and Video Upscaling from Local Self-Examples
2011/12/22	image retargeting	discrete approaches continuous approaches	Seam Carving for Content-Aware Image Resizing Optimized Scale-and-Stretch for Image Resizing
2011/12/29	stroke-based editing	colorization tonal adjustment AppProp AppProp Kd-tree	Colorization using Optimization Interactive Local Adjustment of Tonal Values AppProp: All-Pairs Appearance-Space Edit Propagation Efficient Affinity-based Edit Propagation using K-D Tree
2012/01/05	patch-based editing	patch-based editing patch match coherency sensitive hashing shift map	PatchMatch Coherency Sensitive Hashing Shift map image editing