Paper reading assignments

  • Assignment 2016 - Filtering and its applications
  • Assignment ? - Image decomposition
  • Assignment ? - OIptimal mass transport and its applications

    • Paper reading assignment 2016 - filtering and its applications

    guided filtering: edge-preserving and structure transferring

    Group Content
    Group 1: bilateral: neighborhood selection/guided filtering
  • pami12_Guided Image Filtering
  • Eccv14_Rolling guidance filter
  • sig15_Rolling Guidance Normal Filter for Geometric Processing
  • tvcg10_Robust Feature-Preserving Mesh Denoising Based on Consistent Sub-Neighborhoods
  • sig14_Bilateral texture filtering
  • pg15_Guided Mesh Normal Filtering
  • cvpr12_Cross-Based Local Multipoint Filtering, chose subneighbor by threshod &?
  • cvpr14_Multipoint Filtering with Local Polynomial Approximation and Range Guidance
    		•
    Group 2: bilateral
  • scbw14_A general framework for bilateral and mean shift filtering
  • tvcg11_Bilateral Normal Filtering for Mesh Denoising
  • tvcg15_Bi-normal Filtering for Mesh Denoising
    		•
    Group 3: structure transfer via guided filter
  • tip13_Image Fusion with Guided Filtering,
  • iccv15_Mutual-Structure for Joint Filtering, matlab code
  • sig07 Joint Bilateral Upsampling
  • sig02_Fast bilateral filtering for the display of high-dynamic-range images, with data & code
    		•
    Group 4: Predefined neighborhood vs adptive neighborhood vs path depended weights within predefined neighborhood
  • cvpr15_Propagated image filtering, has code. The best?
  • tip14_Efficient structure-preserving smoothing with a minimum spanning tree
  • cagd08_Random walks for feature-preserving mesh denoising
  • tvcg07_Fast and effective feature-preserving mesh denoising
  • cvpr12_Cross-based local multipoint filtering
  • eccv12_Recursive bilateral filtering
    		•
    Group 5: use 1D filter for 2D or 3D filtering
  • tvcg14_Efficient structure-aware image smoothing by local extrema on space-filling curve
  • sig11_Domain Transform for Edge-Aware Image and Video Processing, cool, with code
  • eg15_High-Order Recursive Filtering of Non-Uniformly Sampled Signals for Image and Video Processing, with code, eg15 best paper
  • vc15_Efficient EMD and Hilbert spectra computation for 3D geometry processing and analysis via space-filling curve
  • tvcg15_Guided adaptive image smoothing via directional anisotropic structure measurement
    		•
    Group 5: Deep learning
  • nips12_Image Denoising and Inpainting with Deep Neural Networks
  • icml15_ deep edge-aware filters, has code
    		•
    Group 6: sparse
  • sig15_An L1 Image Transform for Edge-Preserving Smoothing and Scene-Level Intrinsic Decomposition
  • siga11_Image Smoothing via L0 Gradient Minimization
  • sig13_Mesh Denoising via L0 Minimization
  • tog14_Decoupling noise and features via weighted l1-analysis compressed sensing
  • cagd15_Denoising Point Sets via L0 Minimization
    		•
    Group 7: other
  • tip14_Fast global image smoothing based on weighted least squares
  • sig10_Diffusion maps for edge-aware image editing
  • tog08_Edge-preserving decompositions for multi-scale tone and detail manipulation
    		•
    Group 8: Laplacian
  • sig11_Local laplacian filters: Edge-aware image processing with a laplacian pyramid
  • sig14_Fast Local Laplacian Filters: Theory and Applications
    		•
    Group 9: other interesting decomposition papers
  • siga13_Structure Preserving Image Smoothing via Region Covariances, has code
    		•
    Group 10: speedup
  • eccv06_A Fast Approximation of the Bilateral Filter using a Signal Processing Approach, has code
    		•

    Paper reading assignment ? - Image decomposition

    Rain/snow remvoal

    sparse dictionary, low rank & ?

  • cvpr16_Rain Streak Removal Using Layer Priors
  • cvpr15_Removing rain from a single image via discriminative sparse coding
  • iccv13_A Generalized Low-Rank Appearance Model for Spatio-Temporally Correlated Rain Streaks
  • TMM14_Self-Learning Based Image Decomposition With Applications to Single Image Denoising, has code
  • tip12_Automatic Single-Image-Based Rain Streaks Removal via Image Decomposition
  • ijcv09_Analysis of Rain and Snow in Frequency Space
  • icip14_Exploiting image structural similarity for single image rain removal

    • Dehazing

  • sig14_Dehazing using Color-Lines
  • cvpr15_Nighttime Haze Removal with Glow and Multiple Light Colors. code
  • cvpr09_Single Image Haze Removal Using Dark Channel Prior, matlab code

    • Paper reading assignment ? - optimal mass transport and its applications

    people: Bruno Levy, Justin Solomon

    Group Content
    Group 1: morph
  • sig2015 Convolutional Wasserstein Distances, has code
  • cgf13_As-Rigid-As-Possible Distance Field Metamorphosis
    		•
    Group 2: style transfer
  • sig14_Style Transfer for Headshot Portraits, has code
  • 15_A Neural Algorithm of Artistic Style, has code
    		•
    Group 3: correspondence
  • fcm11_Gromov-Wasserstein Distances and the Metric Approach to Object Matching
    		•
    Group 4: applications
  • siga11_displacement interpolation using lagrangian mass transport, has code.
    		•
    Group 5: latest
  • http://www.iip.ist.i.kyoto-u.ac.jp/member/cuturi/pub.html
    		•
    Group 10: tutorial math
  • an introduction to Optimal Transport, gabriel peyre.
    		•

    Paper reading assignment ? - Data-Driven Shape Analysis and Processings

  • cgf15: Data-Driven Shape Analysis and Processing

    • Paper reading assignment ? - Most classical CG papers

  • sig97: Surface simplification using quadric error metrics
  • smi04: Least-Squares Meshes