Image Processing Thesis Ideas

Image Processing Thesis Ideas

  Image Processing Thesis Ideas gives you a way to write your thesis in Image Processing. Today, we served into 120+ countries, we had our experts to support from the topic/idea selection to the end of the final stage. Our service is completed over ten years and today we stand as the best supporter for students in the field of image processing. We have 150+ top experts working on Image Processing based thesis ideas and applications. Over the service of more than ten years, we have successfully built 1000+ Image Processing Thesis for students from all over the globe. At our Image Processing Thesis Ideas defines a unique convergence of knowledge and computation. Image Processing is the evergreen research field due to the rise of computation, research breakthroughs and outstanding user-oriented design features. If you are looking for your Image Processing Thesis Ideas, approach us through our online and offline services.

Image Processing Thesis Ideas

  Image Processing Thesis Ideas startup for students and research scholars those who seeking ideas for their thesis. Our organization is one of the world’s leading companies as well as a power house of technical and scientific innovation. Nowadays, image processing is working in all major fields like medical applications, military applications, agriculture based applications etc. Our experts are special interested with image processing, computer vision, video game technologies and computer based simulations. In order to prepare image processing thesis, we should aware of the thesis structure. For this, we concentrate more on this phase.

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 -Abstract

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 -Literature Review

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 -Bibliography

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Image Processing Operations and Functions:

  • Curve fitting
  • Data plotting
  • Data visualization and analysis
  • Matlab Transforms
  • Linear and nonlinear functions
  • Input and output functions
  • Numerical functions
  • Signal processing functions
  • Statistical functions

Image Collection:

  • Medical imaging (CT, MRI, PET-CT, Ultrasound, etc.)
  • Support images in 2D, 3D, 4D and 5D formats
  • Face databases (SC face, Face-Scrub, Jeffie, Casia and Yale)
  • Iris databases (Casia database, and UTRIS cross spectral iris image data-bank)
  • 3D datasets (Meissdor (Skull), Big Band, and CAESAR)
  • Surveillance images (SPEVI, Scouter, and Open-visor)
  • Fingerprint datasets (FVC, and NIST datasets)
  • Gesture and Hand images (Yale human Grasping dataset and Hand Net)

Image Processing Software:

  • Vector Graphics Editing Tools: Corel Draw and Adobe Illustrator
  • Consumer Photo Tools: Windows Paint, Photoshop Elements, Picassa, ACDsee, Picassa and XV
  • Bitmap Editing Tools: Macormedia Fireworks and Adobe Photoshop
  • Matlab Tools: OpenCV, Mu-Pad, Simulink, Compression Tools, List of mathtools, Image Magick, IPL, Python Imaging Library and Vl-feat

 We can develop your Image Processing Projects in the following areas:

  • Digital signal processing
  • Data mining
  • Pattern recognition and machine learning
  • Statistics and probability
  • Set theory
  • Partial differential equations
  • Visual data communication
  • Image sensing applications
  • Autonomous vehicles
  • Remote image sensing
  • Surveillance monitoring
  • Multimedia Retrieval

Algorithms Used in Image Processing:

Contrast Enhancement

  • Histogram Equalization
  • Adaptive Histogram Equalization

Half Toning and Dithering

  • Ordered dithering
  • Error diffusion
  • Riemersma dithering
  • Floyd Steinberg dithering

Feature Detection

  • Canny Edge Detector
  • Hough Transform
  • Generalized Hough Transform
  • SIFT (Scale Invariant Feature Transform)
  • SURF (Speeded Up Robust Features)
  • Marr-Hildreth Algorithm

Edge Detection

  • Marr-Hildreth Edge Detector
  • Shen-Castan Edge Detector
  • Canny Edge Detector

Image Segmentation

  • Region Growing
  • Random Walker Algorithm
  • Watershed transformation

Compression and Coding

  • Huffman coding
  • Chain codes
  • Run length encoding

Color Image Processing

  • Color saturation correction
  • Color tint correction
  • True color display
  • RGB and YIQ color model
  • HIS color model

List of Image Processing Thesis Ideas:

  • Centralized collaborative sparse unmixing application for hyper spectral images
  • Urban areas subpixel mapping using Multioutput support vector regression
  • High resolution satellite imagery using dictionary group learning
  • Content image retrieval on SAR images using relevance feedback and fuzzy similarity
  • Hyperspectral image superresolution using Transfer Learning
  • Deep learning based hyperspectral image classification method
  • Conditional label dependence with weak labeled active learning for multi label image classification
  • N-dimensional exponential signals based on Hankel Matrix Nuclear Norm Regularized Tensor Completion
  • Differential evolution algorithm for visual tracking framework