koujan/Advanced-Image-Analysis

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Created almost 8 years ago
Updated almost 8 years ago

koujan/Advanced-Image-Analysis

koujan

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This repository contains some of the coursework (lab assignments, projects, presentations, etc.) that I accomplished during my Advanced Image Analysis course at Heriot-Watt University in the UK

Robotics-Course-project

Haze can cause poor visibility and loss of contrast in images and videos. In this article, we study the dehazing problem which can improve visibility and thus help in many computer vision applications. An extensive comparison of state of the art single image dehazing methods is done. One simple contrast enhancement method is used for dehazing. Structure- texture decomposition has been used in conjunction with this enhancement method to improve its performance in presence of synthetic noise. Methods which use a haze formation model and attempt at solving an ill-posed problem using computer vision priors are also investigated. The two priors studied are dark channel prior and the non-local prior. Both qualitative and quantitative comparisons for atmospheric and underwater images on all three methods provide a conclusive idea of which dehazing method performs better. All this knowledge has been extended to video dehazing. A video dehazing method which uses the spatial and temporal information in a video is studied in depth. An improved version of video dehazing is proposed in this article, which uses the spatial-temporal information fusion framework but does not suffer from some of its limitations. The new video dehazing method is shown to produce better results on test videos

Subspace-Based-Technique-for-Speckle-Noise-Reduction-in-SAR-Images

Medical-Imaging

This repository contains some of the coursework (lab assignments, projects, presentations, etc.) that I accomplished during my Medical Imaging course at University of Girona in Spain

Probabilistic-Robotics

This repository contains some of the coursework (lab assignments, projects, presentations, etc.) that I accomplished during my Probabilistic Robotics course at University of Girona in Spain

Autonomous-Robotics

This repository contains some of the coursework (lab assignments, projects, presentations, etc.) that I accomplished during my Autonomous Robotics course at University of Girona in Spain

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Digital-Signal-Processing

This repository contains some of the coursework (lab assignments, projects, presentations, etc.) that I accomplished during my Digital Signal Processing course at University of Bourgogne in France

Visual-Perception

This repository contains some of the coursework (lab assignments, projects, presentations, etc.) that I accomplished during my Visual Perception course at University of Girona in Spain

Applied-Mathematics

This repository contains the coursework (lab assignments, projects, presentations, etc.) that I accomplished during my Applied Mathematics course at University of Bourgogne in France

Scene-Segmentaion-and-Interpretation

This repository contains some of the coursework (lab assignments, projects, presentations, etc.) that I accomplished during my Scene Segmentaion and Interpretation course at University of Girona in Spain

Software-Engineering

This project is a part of my Software Engineering course. It is about Seeded Image Segmentation. The paper that motivated all of this work and the method that is implemented using concepts learned in the Software Engineering class is "Laplacian Coordinates for Seeded Image Segmentation".