Group Leader: Dr. Dmitriy Vatolin

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Our mission is to do a research in an area of advanced video filtering and image & video compression

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3D and stereo video Projects on 3D and stereo video processing and analysis MSU S3D-video analysis 1-st report (5 movies, captured) 2-nd report (5 movies, captured) 3-rd report (5 movies, 2D-3D conversion) 4-th report (5 movies, captured) 5-th report (5 movies, 2D-3D conversion) 6-th report (10 movies, Stereo Window) 7-th report (10 movies, Stereo Window) 8-th report (25 movies) 9-th report (105 movies) MSU 3D Devices Testing Semiautomatic Visual-Attention Model Video Matting 3D Displays Video Generation 3D Displays Video Capturing Stereo Video Depth Map Generation MSU Video Quality Measurement tools Programs with different objective and subjective video quality metrics implementation MSU Video Quality Measurement Tool - objective metrics for codecs and filters comparison Implemented metrics short info: PSNR, Delta, MSAD, MSE, SSIM, VQM, MSU Blurring Metric, MSU Blocking Metric Why update Download & Purchase Documentation MSU Human Perceptual Quality Metric - several metrics for exact visual tests Methods info: ITU-R BT.500-11: DSIS, DSCQS I & II, SCACJ; EBU: SAMVIQ; MSUCQE; Custom Download Documentation	Codecs comparisons Objective and subjective quality evaluation tests for video and image codecs Annual Video-Codecs Comparison 2020 MSU Cloud Benchmark 2020 Cloud Encoding Services Comparison 2019 HEVC/AV1 Codec Comparison 2019 HEVC/AV1 Codec Comparison 2018 HEVC/AV1 Codec Comparison 2017 HEVC Codec Comparison 2016 HEVC Codec Comparison 2015 9-th MPEG4-AVC/H.264 Comparison 8-th MPEG4-AVC/H.264 Comparison 7-th MPEG4-AVC/H.264 Comparison 6-th MPEG4-AVC/H.264 Comparison 5-th MPEG4-AVC/H.264 Comparison Codec Analysis for Companies: Private Video Codec Comparison MSU Video Quality Measurement Tool Options Analysis of Codec x264 4-th MPEG4-AVC/H.264 Comparison Lossless Video Codecs Comparison 2007 3-rd MPEG4-AVC/H.264 Comparison HD Photo and JPEG 2000 Comparison MPEG-2 Decoders Crash Test Subjective Compar. of 4 Modern Codecs 2-nd MPEG-4 AVC/H.264 Comparison FAQ of 2-nd H.264 Comparison 1-st MPEG-4 AVC/H.264 Codecs Comparison FAQ of 1-st H.264 Comparison JPEG 2000 Image Codecs Comparison Lossless Video Codecs Comparison 2004 MPEG-4 SP/ASP Codecs Comparison Video codecs comparison (old) Ext. link: x264 parameters efficiency comparison
Public MSU video filters Here are available VirtualDub and AviSynth filters. For a given type of digital video filtration we typically develop a family of different algorithms and implementations. Generally there are also versions optimized for PC and hardware implementations (ASIC/FPGA/DSP). These optimized versions can be licensed to companies. Please contact us for details via video(at)graphics.cs.msu_ru. MSU Cartoon Restore MSU Noise Estimation MSU Frame Rate Conversion MSU Image Restoration MSU Denoising MSU Old Cinema MSU Deblocking MSU Smart Brightness and Contrast MSU Smart Sharpen MSU Noise generation MSU Noise estimation MSU Motion Estimation Information MSU Subtitles removal MSU Logo removal MSU Deflicker MSU Field Shift Fixer AviSynth plug-in MSU StegoVideo MSU Cartoonizer MSU SmartDeblocking MSU Color Enhancement MSU Old Color Restoration MSU TV Commercial Detector MSU filters FAQ MSU filters statistics	Filters for companies We are working with Intel, Samsung, RealNetworks and other companies on adapting our filters other video processing algorithms for specific video streams, applications and hardware like TV-sets, graphics cards, etc. Some of such projects are non-exclusive. Also we have internal researches. Please let us know via video(at)graphics.cs.msu_ru if you are interested in acquiring a license for such filters or making a custom R&D project on video processing, compression, computer vision. 3D Displays Video Generation 3D Displays Video Capturing Stereo Video Depth Map Generation Automatic Objects Segmentation Semiautomatic Objects Segmentation New Frame Rate Conversion New Deinterlacer MSU-Samsung Deinterlacing Project Digital TV Signal Enhancement Old Film Recovery Tuner TV Restore Panorama Video2Photo SuperResolution SuperPrecision MSU-Samsung image and video resampling MSU-Samsung Frame Rate Conversion Motion Phase filter Deshaker (video stabilization) Film Grain/Degrain filter Deblurring filter Video Content Search
Video codecs projects Different research and development projects on video codecs MSU Lossless Video Codec (Top!) MSU Screen Capture Lossless Codec (Top!) MSU MPEG-2 Video Codec x264 Codec Improvement	Other Other information Crazy gallery (filters screams :) License for commercial usage of MSU VideoGroup Public Software (please be careful: some soft like metrics has another license!)

Last updated: 09-April-2020