Computer Vision Resources
- Courses
- Edge detection
- Images Denoising
- Deblur
- Painting
- Bag Of Words
- Activity Recognition
- License Plate Recognition
- Image Retrieval
- Image Summary
- Image Retargeting/Editing
- Image Editing
- Image Inpaiting
- Image Dithering
- Image Enhancement
- Image Resizing
- Image Cloning
- Image Compositing
- Image Stylization
- Image Haze Removal
- Graph Cut
- GrabCut
- Image Stitching
- Image Super-Resolution
- Photo Collage
- Video Collage
- Video Tapestry
- Video Creativity
- Video Highlights
- Video Summarization
- Face Detection
- VR
- SLAM
- OCR
- Papers
- Applications
- Projects
- Resources
- Libraries
- Datasets
- Blogs
- Conferences
- Resources
Courses
Mobile Computer Vision (Spring 2015)
- homepage: http://web.stanford.edu/class/cs231m/
- syllabus: http://web.stanford.edu/class/cs231m/syllabus.html
- projects: http://web.stanford.edu/class/cs231m/projects.html
- resources: http://web.stanford.edu/class/cs231m/resources.html
CSCI1950-G Computational Photography
http://cs.brown.edu/courses/csci1950-g/
MIT CSAIL: 6.819/6.869: Advances in Computer Vision (Fall 2015)
- homepage: http://6.869.csail.mit.edu/fa15/index.html
EECS 432 Advanced Computer Vision
- course website: http://www.ece.northwestern.edu/~yingwu/teaching/EECS432/index.htmlc
- handouts:http://www.ece.northwestern.edu/~yingwu/teaching/EECS432/EECS432_hand.html
EECS 286 Advanced Topics in Computer Vision
- homepage: http://faculty.ucmerced.edu/mhyang/course/eecs286/index.htm
- syllabus: http://faculty.ucmerced.edu/mhyang/course/eecs286/syllabus.htm
- lectures: http://faculty.ucmerced.edu/mhyang/course/eecs286/lecture.htm
- lecture(“How to get your CVPR paper rejected?”):http://faculty.ucmerced.edu/mhyang/course/eecs286/lectures/introduction.pptx
CS280: Computer Vision (University of California Berkeley)
- homepage: http://www-inst.eecs.berkeley.edu/~cs280/sp15/index.html
- lectures: http://docs.huihoo.com/computer-vision/berkeley/cs280-computer-vision/
CSCI2951-T Data-driven Computer Vision (Spring 2016)
- instructor: Genevieve Patterson
- homepage: http://cs.brown.edu/courses/csci2951-t/
Edge detection
Image-feature-detection-using-Phase-Stretch-Transform
- github: https://github.com/JalaliLabUCLA/Image-feature-detection-using-Phase-Stretch-Transform
- wikipedia: https://en.wikipedia.org/wiki/Phase_stretch_transform
Images Denoising
Fast Burst Images Denoising(SIGGRAPH Asia 2014. CUHK, Microsoft Research)
- project: http://personal.ie.cuhk.edu.hk/~lz013/projects/BurstDenoising.html
- paper: http://personal.ie.cuhk.edu.hk/~lz013/papers/burstdenoising.pdf
Robust non-linear regression analysis: A greedy approach employing kernels and application to image denoising (KGARD)
- arxiv: http://arxiv.org/abs/1601.00595
- code(Matlab): http://bouboulis.mysch.gr/kernels.html
Blind Image Denoising via Dependent Dirichlet Process Tree
- arxiv: http://arxiv.org/abs/1601.03117
Deblur
Good Regions to Deblur
- project page: https://eng.ucmerced.edu/people/zhu/GoodRegion.html
- paper: https://eng.ucmerced.edu/people/zhu/ECCV12.pdf
- code(Matlab): https://eng.ucmerced.edu/people/zhu/ECCV12_code.zip
Painting
Real-Time Gradient-Domain Painting (SIGGRAPH 2009)
- homepage: http://graphics.cs.cmu.edu/projects/gradient-paint/
- paper: http://graphics.cs.cmu.edu/projects/gradient-paint/grad.light.r2226.pdf
Combining Sketch and Tone for Pencil Drawing Production (NPAR 2012 Best Paper Award)
- homepage: http://www.cse.cuhk.edu.hk/~leojia/projects/pencilsketch/pencil_drawing.htm
- paper: http://www.cse.cuhk.edu.hk/~leojia/projects/pencilsketch/npar12_pencil.pdf
- github: https://github.com/fumin/pencil
RGB-W: When Vision Meets Wireless
- paper: http://vision.stanford.edu/pdf/RGBW_ICCV15.pdf
Computer Vision Datasets
- website: http://clickdamage.com/sourcecode/index.html
- code: http://clickdamage.com/sourcecode/cv_datasets.php
- BaiduPan: http://pan.baidu.com/s/1pJmqD4n
A Computational Approach for Obstruction-Free Photography
- paper:https://people.csail.mit.edu/mrub/papers/ObstructionFreePhotograpy_SIGGRAPH2015.pdf
My Text in Your Handwriting
- homepage: http://visual.cs.ucl.ac.uk/pubs/handwriting/
- paper: http://visual.cs.ucl.ac.uk/pubs/handwriting/handwriting_visual_main.pdf
Bag Of Words
Activity Recognition
Latent Hierarchical Model for Activity Recognition
- paper: http://arxiv.org/abs/1503.01820
- github: https://github.com/louxi11/activity_recognition
- author page: https://staff.fnwi.uva.nl/n.hu/
License Plate Recognition
- website: http://www.openalpr.com/
- github: https://github.com/openalpr/openalpr
- tech reciew: http://arstechnica.com/business/2015/12/new-open-source-license-plate-reader-software-lets-you-make-your-own-hot-list/
Reading Car License Plates Using Deep Convolutional Neural Networks and LSTMs
- arxiv: http://arxiv.org/abs/1601.05610
Image Retrieval
Multi-modal image retrieval with random walk on multi-layer graphs
- arxiv: http://arxiv.org/abs/1607.03406
Image Summary
Summarizing Visual Data Using Bidirectional Similarity
- homepage:http://denis.simakov.info/weizmann/summarization_talk_20101116/summarization.html
- paper:http://www.wisdom.weizmann.ac.il/~vision/VisualSummary/bidirectional_similarity_CVPR2008.pdf
Image Retargeting/Editing
PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing
- homepage(paper+code): http://gfx.cs.princeton.edu/pubs/Barnes_2009_PAR/
- paper: http://gfx.cs.princeton.edu/pubs/Barnes_2009_PAR/patchmatch.pdf
- code: http://gfx.cs.princeton.edu/pubs/Barnes_2009_PAR/patchmatch-2.1.zip
The Generalized PatchMatch Correspondence Algorithm
- homapage(paper+code): http://gfx.cs.princeton.edu/pubs/Barnes_2010_TGP/index.php
- paper: http://gfx.cs.princeton.edu/pubs/Barnes_2010_TGP/generalized_pm.pdf
- code: http://www.cs.princeton.edu/gfx/pubs/Barnes_2009_PAR/patchmatch-2.0.zip
Image Editing
Seamless Image Editing
- homepage: http://www.cmlab.csie.ntu.edu.tw/~dreamway/seamless/
Image Inpaiting
Patch-based Texture Synthesis for Image Inpainting
- arxiv: http://arxiv.org/abs/1605.01576
Image Dithering
Image Dithering: Eleven Algorithms and Source Code
- blog: http://www.tannerhelland.com/4660/dithering-eleven-algorithms-source-code/
Image Enhancement
LIME: A Method for Low-light IMage Enhancement
- arxiv: http://arxiv.org/abs/1605.05034
- github: http://cs.tju.edu.cn/orgs/vision/~xguo/code/LIME.zip
- author homepage: http://cs.tju.edu.cn/orgs/vision/~xguo/homepage.htm
SelPh: Progressive Learning and Support of Manual Photo Color Enhancement
- homepage: http://koyama.xyz/project/SelPh/
- paper: http://koyama.xyz/project/SelPh/chi2016_paper.pdf
- bitbucket: https://bitbucket.org/yukikoyama/selph/
Image Resizing
- blog: http://parellagram.com/posts/carving
- github: https://github.com/aaparella/carve
Image Cloning
Coordinates for Instant Image Cloning (SIGGRAPH 2009)
- homepage: http://www.cs.huji.ac.il/~danix/mvclone/
- paper: http://www.cs.huji.ac.il/~danix/mvclone/files/mvc-final-opt.pdf
Image Compositing
Interactive Digital Photomontage (SIGGRAPH 2004)
- homepage: http://grail.cs.washington.edu/projects/photomontage/
- code: http://grail.cs.washington.edu/projects/photomontage/release/
- paper: http://grail.cs.washington.edu/projects/photomontage/photomontage.pdf
- paper:http://www.researchgate.net/publication/2941744_Interactive_Digital_Photomontage
Panorama Stitching
CS510 Visual Computing, Project 2: Panorama Stitching
http://web.cecs.pdx.edu/~kstew2/cs510vision/stitcher/
Image Stylization
stylize: Regressor based image stylization
- github: https://github.com/Newmu/stylize
Image Haze Removal
Single Image Haze Removal
- project page: http://research.microsoft.com/en-us/um/people/kahe/cvpr09/
DehazeNet: An End-to-End System for Single Image Haze Removal
- arxiv: http://arxiv.org/abs/1601.07661
Graph Cut
GrabCut
“GrabCut” — Interactive Foreground Extraction using Iterated Graph Cuts
- paper: http://cvg.ethz.ch/teaching/cvl/2012/grabcut-siggraph04.pdf
OpenCV 3.1: Interactive Foreground Extraction using GrabCut Algorithm
http://docs.opencv.org/master/d8/d83/tutorial_py_grabcut.html#gsc.tab=0
Image Stitching
Natural and Seamless Image Composition with Color Control
http://www3.ntu.edu.sg/home/asjfcai/tip04594.pdf
Object-aware Gradient-Domain Image Compositing
http://www.cg.cs.tu-bs.de/media/publications/Eisemann11OAG.pdf
Improving Image Matting using Comprehensive Sampling Sets
http://www.cv-foundation.org/openaccess/content_cvpr_2013/papers/Shahrian_Improving_Image_Matting_2013_CVPR_paper.pdf
Multi-scale Image Harmonization
- homepage: http://gvi.seas.harvard.edu/paper/multiscale-image-harmonization
- paper: http://gvi.seas.harvard.edu/sites/all/files/Harmonization_SIGGRAPH10.pdf
- slides: http://gvi.seas.harvard.edu/sites/all/files/Harmonization_SIGGRAPH10.pptx
Drag-and-Drop Pasting
http://research.microsoft.com/pubs/69331/dragdroppasting_siggraph06.pdf
Cross Dissolve Without Cross Fade: Preserving Contrast, Color and Salience in Image Compositing
https://www.cl.cam.ac.uk/research/rainbow/projects/compositing/EG06-Cross-Dissolve-Without-Cross-Fade.pdf
Snap Image Composition
http://www.cs.huji.ac.il/~peleg/papers/SnapComposition.pdf
Stitching Stabilizer: Two-frame-stitching Video Stabilization for Embedded Systems
- arxiv: http://arxiv.org/abs/1603.06678
Stitching and Matting
- lectures: http://web.cs.hacettepe.edu.tr/~aykut/classes/spring2015/bil721/lectures/w06-stitching-matting.pdf
Image Stitching
- lectures: https://courses.engr.illinois.edu/cs498dwh/fa2010/lectures/Lecture%2017%20-%20Photo%20Stitching.pdf
Graphics isn’t all about 3-D
-
lectures: http://www.cs.cmu.edu/afs/cs/academic/class/15462-s09/www/lec/25/lec25.pdf
-
slides: http://upcommons.upc.edu/bitstream/handle/2099.1/22861/PujolAlba-TFG-FinalReport.pdf;jsessionid=7AE46AE2A5420F75760F246381D429BC?sequence=5
Assignment: Image stitching with RANSAC
- assignments: https://people.cs.umass.edu/~elm/Teaching/Docs/assign_RANSAC.pdf
OpenCV panorama stitching
- blog: http://www.pyimagesearch.com/2016/01/11/opencv-panorama-stitching/
Real-time panorama and image stitching with OpenCV
- blog: http://www.pyimagesearch.com/2016/01/25/real-time-panorama-and-image-stitching-with-opencv/
Image Super-Resolution
Super-Resolution From a Single Image
- project: http://www.wisdom.weizmann.ac.il/~vision/SingleImageSR.html
- paper:http://www.wisdom.weizmann.ac.il/~vision/single_image_SR/files/single_image_SR.pdf
Aperture-scanning Fourier ptychography for 3D refocusing and super-resolution macroscopic imaging
- paper: http://www.its.caltech.edu/~roarke/research/FPM/FPM_Aperture_Scanning.pdf
- slides: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6754138
Single Image Super-Resolution from Transformed Self-Exemplars
- homepage: https://sites.google.com/site/jbhuang0604/publications/struct_sr
- github: https://github.com/jbhuang0604/SelfExSR
Photo Collage
AutoCollage (SIGGRAPH 2006)
- intro: “Autocollage defines different energies to encourage the selection of a representative set of images, select particular object classes, and encourage a spatially efficient and seamless layout. The optimization is divided into a sequence of steps: from static ranking of images, through region of interest detection, optimal packing by the branch-and-bound algorithm, and lastly graph-cut alpha expansion. The core packing algorithm is limited; for example, user interaction cannot be integrated. The packing algorithm cannot deal with images with multiple salient regions which are assigned different weights. Further, the blending still may bring artifacts on the boundaries of different images.”
- homepage: http://research.microsoft.com/en-us/projects/i3l/autocollage.aspx
- paper:http://research.microsoft.com/pubs/67894/autocollage_rotheretal_siggraph2006.pdf
- slides: http://research.microsoft.com/en-us/UM/cambridge/projects/VisionImageVideoEditing/autocollage/TalkSiggraph2006Compressed.zip
- demo: http://research.microsoft.com/en-us/um/cambridge/projects/autocollage/
Picture Collage (2006)
- paper: http://research.microsoft.com/en-us/um/people/jiansun/papers/PictureCollage_CVPR2006.pdf
- paper: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.89.5727
Picture Collage (2009)
- intro: “formulate the picture collage creation problem in a conditional random field model, which integrates image salience, canvas constraint, natural preference, and user interaction”
- paper: http://mmlab.ie.cuhk.edu.hk/archive/2009/07_Picture.pdf
Efficient Optimization of Photo Collage
- paper: http://research.microsoft.com/pubs/80783/Collage_techreport.pdf
Video Collage
Video collage: A novel presentation of video sequence (ICME 2007)
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.130.3728&rep=rep1&type=pdf
Stained-Glass Visualization for Highly Condensed Video Summaries (ICME 2004)
https://www.fxpal.com/publications/stained-glass-visualization-for-highly-condensed-video-summaries.pdf
Stained Glass Photo Collages
http://uist.acm.org/archive/adjunct/2004/pdf/posters/p7-girgensohn.pdf
Visual Storylines: Semantic Visualization of Movie Sequence
- paper: http://cg.cs.tsinghua.edu.cn/papers/C&G2012_videostoryline.pdf
- paper: http://cg.cs.tsinghua.edu.cn/people/~taochen/papers/VisualStorylines.pdf
Video collage: presenting a video sequence using a single image
http://iris.usc.edu/people/yangbo/papers/vcj08.pdf
Efficient Optimization of Photo Collage
http://research.microsoft.com/en-us/people/yichenw/collage_techreport.pdf
Puzzle-like Collage (2010)
http://webee.technion.ac.il/~ayellet/Ps/10-PuzzleCollage.pdf
Browsing Large Image Datasets through Voronoi Diagrams
http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=576998825C3E40A32826A00B64089DF6?doi=10.1.1.230.5997&rep=rep1&type=pdf
Content-aware Photo Collage Using Circle Packing (NJU. TVCG 2014)
- homepage: http://cs.nju.edu.cn/ywguo/PhotoCollage/Index.html
- paper: http://cs.nju.edu.cn/ywguo/webs/paperdownload/Content-aware%20Photo%20Collage%20Using%20Circle%20Packing.pdf
- demo: http://cs.nju.edu.cn/ywguo/PhotoCollage/dload.html
Automatic Generation of Social Media Snippets for Mobile Browsing (Microsoft Research. ACM Multimedia 2013)
- homepage: http://research.microsoft.com/apps/pubs/default.aspx?id=204877
- paper: http://research.microsoft.com/pubs/204877/mm035-yin.pdf
Video Tapestry
Digital Tapestry (MSR. CVPR 2005)
- intro: “formulates the selection of salient regions and their placement together as a Markov random field (MRF) problem. Each image is represented as a set of blocks, and the multiple-class labeling problem with non-metric constraints is optimized by “truncating” the non-regular energy. However, artifacts are also introduced along the boundaries of neighboring salient regions coming from two different images in digital tapestry, although some artifact removal methods can be used”
- homepage: http://research.microsoft.com/apps/pubs/default.aspx?id=67404
- paper: http://pub.ist.ac.at/~vnk/papers/tapestry_cvpr05.pdf
Video Tapestries with Continuous Temporal Zoom (Princeton. SIGGRAPH 2010)
- homepage: http://gfx.cs.princeton.edu/gfx/pubs/Barnes_2010_VTW/index.php
- paper: http://www.connellybarnes.com/work/publications/2010_tapestry_electronic.pdf
Video Creativity
6 Seconds of Sound and Vision: Creativity in Micro-Videos (CVPR 2014)
- homepage: http://www.di.unito.it/~schifane/dataset/vine-dataset-cvpr14/
- arxiv: http://arxiv.org/abs/1411.4080
Video Highlights
Ranking Domain-specific Highlights by Analyzing Edited Videos (ECCV 2014)
- intro: use a dataset obtained by crawling Youtube data. find pairs of raw and edited videos, used in training, by matching all pairs of videos within a certain category(e.g. gymnastics). The size of their dataset is, however, limited by the availability of domain-specific videos in both raw and edited forms.
- homepage: http://aliensunmin.github.io/project/at-a-glance/
- paper: http://grail.cs.washington.edu/wp-content/uploads/2015/08/sun2014rdh.pdf
- paper: https://drive.google.com/file/d/0ByJgUdTb1N2CM3Y5VU1BRjlmR3c/edit
- tech: https://drive.google.com/file/d/0ByJgUdTb1N2CM1ktb1N4RVV3Mzg/view
- github: https://github.com/aliensunmin/DomainSpecificHighlight
Salient Montages from Unconstrained Videos
- homepage: http://aliensunmin.github.io/project/at-a-glance/
- paper: http://grail.cs.washington.edu/wp-content/uploads/2015/08/sun2014smf.pdf
- paper: https://drive.google.com/file/d/0ByJgUdTb1N2CbzNYTjdxX0ZiRmc/edit
- github: https://github.com/aliensunmin/salientMontages
Video Summarization
Creating Summaries from User Videos (ECCV 2014)
- project page: https://people.ee.ethz.ch/~gyglim/vsum/index.php
- paper: https://people.ee.ethz.ch/~gyglim/vsum/GygliECCV14_vsum.pdf
- paper:http://www.vision.ee.ethz.ch/~hegrabne/papers/Gygli2014CreatingSummariesfrom.pdf
- code: https://people.ee.ethz.ch/~gyglim/vsum/index.php#sf_code
Joint Summarization of Large-scale Collections of Web Images and Videos for Storyline Reconstruction
- intro: CVPR 2014
- paper: http://www.cs.cmu.edu/~gunhee/publish/cvpr14_videostory.pdf
Video Summarization by Learning Submodular Mixtures of Objectives (CVPR 2015)
- paper: http://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Gygli_Video_Summarization_by_2015_CVPR_paper.pdf
TVSum: Summarizing Web Videos Using Titles
- paper: http://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Song_TVSum_Summarizing_Web_2015_CVPR_paper.pdf
Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos
- keywords: structured SVM (SSVM)
- paper: http://www.umiacs.umd.edu/~morariu/publications/LinEgocentricICCVW15.pdf
Face Detection
Build a Face Detection App Using Node.js and OpenCV
http://www.sitepoint.com/face-detection-nodejs-opencv/
FaceTracker: Real time deformable face tracking in C++ with OpenCV 2
- github: https://github.com/kylemcdonald/FaceTracker
A Fast and Accurate Unconstrained Face Detector
- homepage: http://www.cbsr.ia.ac.cn/users/scliao/projects/npdface/index.html
- github: https://github.com/CitrusRokid/OpenNPD
libfacedetection: A binary library for face detection in images. You can use it free of charge with any purpose
- github: https://github.com/ShiqiYu/libfacedetection
jQuery Face Detection Plugin: A jQuery plugin to detect faces on images, videos and canvases
- website: http://facedetection.jaysalvat.com/
- github: https://github.com/jaysalvat/jquery.facedetection
VR
Surround360 System: Facebook’s open source hardware and software for capturing stereoscopic 3D 360 video for VR
- homepage: https://facebook360.fb.com/facebook-surround-360/
- code: https://code.facebook.com/posts/265413023819735/surround-360-is-now-open-source/
- github: https://github.com/facebook/Surround360
SLAM
Why SLAM Matters, The Future of Real-Time SLAM, and Deep Learning vs SLAM
- blog: http://www.computervisionblog.com/2016/01/why-slam-matters-future-of-real-time.html?m=1
一起做RGB-D SLAM
- blog:http://www.cnblogs.com/gaoxiang12/tag/%E4%B8%80%E8%B5%B7%E5%81%9ARGB-D%20SLAM/
- github: https://github.com/gaoxiang12/rgbd-slam-tutorial-gx
PySceneDetect: a command-line application and a Python library for automatically detecting scene changes in video files
- homepage: http://pyscenedetect.readthedocs.org/en/latest/
The Future of Real-Time SLAM and Deep Learning vs SLAM
- blog: http://www.computervisionblog.com/2016/01/why-slam-matters-future-of-real-time.html
Awesome SLAM
- github: https://github.com/kanster/awesome-slam
ORB-SLAM2: Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities
- github: https://github.com/raulmur/ORB_SLAM2
OCR
Ocular: a state-of-the-art historical OCR system
- github: https://github.com/tberg12/ocular
【OCR/机器学习/搜索引擎】基于 Tesseract的图文识别搜
- github: https://github.com/daijiale/OCR_FontsSearchEngine
Papers
Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects
- arxiv: http://arxiv.org/abs/1602.00753
- project page: http://grail.cs.washington.edu/projects/size/
Atoms of recognition in human and computer vision
- homepage: http://www.wisdom.weizmann.ac.il/~dannyh/Mircs/mircs.html
- paper: https://s3-us-west-1.amazonaws.com/disneyresearch/wp-content/uploads/20150929153916/Live-Texturing-of-Augmented-Reality-Characters-from-Colored-Drawings-Paper.pdf
Live Texturing of Augmented Reality Characters from Colored Drawings
- homepage: https://www.disneyresearch.com/publication/live-texturing-of-augmented-reality-characters/
Colorization for Image Compression
- arxiv: http://arxiv.org/abs/1606.06314
Face2Face: Real-time Face Capture and Reenactment of RGB Videos
- project page: http://www.graphics.stanford.edu/~niessner/thies2016face.html
- paper:http://www.graphics.stanford.edu/~niessner/papers/2016/1facetoface/thies2016face.pdf
Applications
Target acquired: Finding targets in drone and quadcopter video streams using Python and OpenCV
http://www.pyimagesearch.com/2015/05/04/target-acquired-finding-targets-in-drone-and-quadcopter-video-streams-using-python-and-opencv/
FaceDirector: Continuous Control of Facial Performance in Video
- homepage: http://www.disneyresearch.com/publication/facedirector/
- paper: http://disneyresearch.s3-us-west-1.amazonaws.com/wp-content/uploads/20151210174750/FaceDirector-Continuous-Control-of-Facial-Performance-in-Video-Paper.pdf
Real-time Expression Transfer for Facial Reenactment
- homepage: http://graphics.stanford.edu/~niessner/thies2015realtime.html
- paper: http://graphics.stanford.edu/~niessner/papers/2015/10face/thies2015realtime.pdf
Photo Stylistic Brush: Robust Style Transfer via Superpixel-Based Bipartite Graph
- arxiv: http://arxiv.org/abs/1606.03871
Projects
OpenBR: Open Source Biometrics, Face Recognition, Age Estimation, Gender Estimation
- homepage: http://openbiometrics.org/
- github: https://github.com/biometrics/openbr
- docs: http://openbiometrics.org/docs/index.html
SmartMirror
- github: https://github.com/Shinao/SmartMirror
Resources
Awesome Computer Vision
- github: https://github.com/jbhuang0604/awesome-computer-vision
Resources: Visual Recognition and Search
- intro: “Non-exhaustive list of state-of-the-art implementations related to visual recognition and search”
- blog: http://rogerioferis.com/VisualRecognitionAndSearch2014/Resources.html
Libraries
BoofCV: an open source Java library for real-time computer vision and robotics applications
http://boofcv.org/index.php?title=Main_Page
tracking.js: A modern approach for Computer Vision on the web
- homepage: https://trackingjs.com/
- github: https://github.com/eduardolundgren/tracking.js/
FastCV Computer Vision SDK
- homepage: https://developer.qualcomm.com/software/fastcv-sdk
Video++, a C++14 high performance video and image processing library
- github: https://github.com/matt-42/vpp
- doc: http://documentup.com/matt-42/vpp
VLFeat – Vision Lab Features Library
- intro: Algorithms include Fisher Vector, VLAD, SIFT, MSER, k-means, hierarchical k-means, agglomerative information bottleneck, SLIC superpixels, quick shift superpixels, large scale SVM training, and many others
- homapage: http://www.vlfeat.org/
- github: https://github.com/vlfeat/vlfeat
Datasets
CVonline: Image Databases
http://homepages.inf.ed.ac.uk/rbf/CVonline/Imagedbase.htm
Yet Another Computer Vision Index To Datasets (YACVID)
http://riemenschneider.hayko.at/vision/dataset/
Blogs
From feature descriptors to deep learning: 20 years of computer vision
- blog: http://www.computervisionblog.com/2015/01/from-feature-descriptors-to-deep.html
| **Unsupervised Computer Vision: The State of the Art | Stitch Fix Technology – Multithreaded** |
- blog: http://multithreaded.stitchfix.com/blog/2016/02/04/computer-vision-state-of-the-art
- slides: http://pan.baidu.com/s/1c0Sxzvq
Exploring Computer Vision
- Part I: Convolutional Neural Networks: https://indico.io/blog/exploring-computer-vision-convolutional-neural-nets/
- Part II: Transfer Learning: https://indico.io/blog/exploring-computer-vision-transfer-learning/
Conferences
SIGGRAPH 2016 papers on the web
http://kesen.realtimerendering.com/sig2016.html
Resources
The Ultimate List of 300+ Computer Vision Resources
- blog: https://hackerlists.com/computer-vision-resources/
