Image & Signal Processing

• Collection of Web sites on Image Processing
• Lecture Courses
  • University of Iowa - College of Engineering
    • Digital Image Processing
      • Lecture Materials
        • C++ & Matlab
    • Image Analysis and Understanding
• Mathematics
  • Convolution and Correlation
  • Correlation
  • EuclideanSpace - building a 3D world
  • Fast Fourier Transforms (FFTs)
    • Fast Fourier Transform - MathWorld
    • Fast Fourier transform - Wikipedia
      • Multidimensional FFTs
    • FFT Links
      • Explanatory Material
        • A graphical interpretation of the DFT and FFT
        • The FFT Demystified
      • FFT Source Code
        • FFTW
        • Kiss FFT
    • The Mathematics of Fourier Transforms
• Miscellaneous
  • The Lenna Story
• People
  • Allan Hanbury
• Projects
  • MUSCLE - Multimedia understanding through semantics, computation and learning
    • CORDIS
    • Zenodo
• Research Groups, Researchers and Publications
  • Rice University - Digital Signal Processing
  • Technion - Israel Institute of Technology - Faculty of Mechanical Engineering
    • Leonid Mirkin
      • The Sampling Theorem: a century after Schmidt
  • University of Lübeck - Institute for Signal Processing, ISIP
    • Alfred Mertins
• Resources
  • Data
    • ImageNet
      • ImageNet Large Scale Visual Recognition Challenge 2014 (ILSVRC2014)
  • Software
    • AIPS++
      • AIPS++ homepage
      • CASA
      • casacore
        • CasaCoreMain - build instructions, FAQ, documentation
          • Arrays_module
    • Gimp - The Gnu Image Manipulation Program
    • ImageMagick
      • Magick++
    • MpegTV
    • Tools & Libraries of Image Formatting
    • xanim
• Topics
  • Adaptive Filters
    • Wikipedia
  • Blind Signal Separation
    • Gari D. Clifford
      • Teaching
        • 2005
          • Singular Value Decomposition & Independent Component Analysis for Blind Source Separation
        • 2008 - 2011
          • Blind Source Separation: Principal & Independent Component Analysis
  • Colour
    • Charles Poynton
      • Color technology - Gamma FAQ and Color FAQ
    • Color Mapping
    • Colour Space Conversions - Adrian Ford and Alan Roberts
    • Digital Colour Basics - Colorcube
    • H2SI - A new perceptual colour space
    • Hyperbolic geometry for colour metrics
    • Quaternions
      • Quaternion principal component analysis of color images
      • A novel block truncation coding of color images by using quaternion-moment-preserving principle
    • Wikipedia
      • CIE 1931 color space
      • Color Model
      • Color Space
      • Lab Color Space
  • Compressive Sensing
    • Resources - Rice DSP
    • Selected Papers
      • Parallel Algorithms
        • GPUs
          • A Simple Compressive Sensing Algorithm for Parallel Many-Core Architectures
          • Compressed Sensing and GPUs: Two Complimentary Revolutions?
          • Signal Reconstruction on GPUs
            • Implementing Algorithms for Signal and Image Reconstruction on Graphical Processing Units
        • Other
          • Domain decomposition methods for compressed sensing
          • GraphLab: A New Framework For Parallel Machine Learning
      • Tutorials
        • Richard Baraniuk, Compressive sensing
  • Computational Modelling of the Visual System
    • The Gallant Lab at UC Berkeley
      • Paper: Reconstructing Visual Experiences from Brain Activity Evoked by Natural Movies
      • Video: Reconstruction from brain activity
    • A Neural Oscillation Model for Contour Separation in Color Images
  • Conjugate Variables
    • Conjugate Variables as a Resource in Signal and Image Processing
  • Convex Optimization
    • Convex Optimization in Signal Processing and Communications
  • Face Recogntion
    • Face Recognition Using Eigenfaces
  • Image Formats
    • ASF
    • Common Graphics Formats - A Summary
    • GIF
      • GIF89a format specification
      • gd: A graphics library for fast GIF creation
    • JPEG FAQ
    • MPEG
    • TIFF - Tagged Image File Format
      • TIFF Revision 6.0 Specification
      • The TIFF Image File Format
      • Why TIFF (Tagged Image File Format) Graphics File is not a TIFF
  • Machine Learning
    • How Microsoft beat Google at understanding images with machine learning
    • How machine learning and image recognition could revolutionise search
  • MRI - Magnetic Resonance Imaging
    • Improving Medical Imaging Performance on the Intel Xeon Processer 5500 series
    • Basic MRI Physics - for anyone who does not have a degree in physics
  • Quantum Signal Processing
    • MIT - Digital Signal Processing Group
      • Y. C. Eldar, "Quantum Signal Processing," Doctoral Thesis, December 2001
        • Abstract
        • Thesis
    • Technion University
      • Yonina Eldar
        • Y. C. Eldar and A. V. Oppenheim, "Quantum Signal Processing,'' Signal Processing Magazine, November 2002
  • Random Dot Stereograms
    • Stereo Disparity, Random Dot Stereograms and the Correspondence Problem
    • Wikipedia
      • Autostereogram
      • Random Dot Stereogram
  • Scanning
    • Scanning Basics 101 - All about digital images
  • Skin Segmentation
    • Research Groups, Researchers and Publications
      • UCSB Learning-Based Multimedia Lab
        • Qiang Zhu
          • Adaptive Skin Detection
            • An Adaptive Skin Model and Its Application to Objectionable Image Filtering
              Qiang Zhu, Ching-tung Wu, Kwang-ting Cheng, Yi-leh Wu
      • University of Manchester
        • Tim Morris
          • Skin Locus Based Skin Detection for Gesture Recognition
            Muhammad Raza Ali, Tim Morris
    • Resources
      • Cambridge University - Database of Faces
        • The Database of Faces at a glance
      • Computational Vision at Caltech
        • Archive - Images
      • CVonline: The Evolving, Distributed, Non-Proprietary, On-Line Compendium of Computer Vision
      • Face Recognition Homepage
        • Databases
      • IBTD Dataset
      • Person Recognition (with Python) - Nicholas Piël
      • The Computer Vision Homepage
        • Test Images
      • The Face Detection Homepage
        • Datasets
    • Selected Papers
      • A Skin Detection Approach Based on Color Distance Map
        M. Abdullah-Al-Wadud, Mohammad Shoyaib, Oksam Chae
      • Adaptive Skin Segmentation Using Color Distance Map
        Mohammad Shoyaib, M. Abdullah-Al-Wadud, Oksam Chae
      • A Survey on Pixel-Based Skin Color Detection Techniques
        Vladimir Vezhnevets, Vassili Sazonov, Alla Andreeva
      • Skin Segmentation Using Color and Edge Information
        Son Lam Phung, Abdesselam Bouzerdoum, Douglas Chai
  • Super-Resolution
    • Super-Resolution From a Single Image

Last updated on
by Ian Glendinning