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SJTU CS386 Digital Image Processing
Image key points Extraction, Description, Feature Matching
Morphological categorization of neurons in order to explore their functional features has drawn significant attention over past few decades. The enormous complexity in the structure of neurons poses a real challenge in the identification and analysis of similar and dissimilar neuronal cells. Existing methodologies often carry out strutural and geometrical simplifications, which substantially changes the morphological statistics. Using digitally-reconstructed neurons, we extend the work of Path2Path as ElasticP2P, which seamlessly integrates the graph-theoretic and differential-geometric frameworks. By decomposing a neuron into a set of paths, we derive graph metrics, which are path concurrence and path hierarchy. Next, we model each path as an elastic string to compute the geodesic distance between the paths of a pair of neurons. Later, we formulate the problem of finding the distance between two neurons as a path assignment problem with a cost function combining the graph metrics and the geodesic deformation of paths.
Exploring computer vision techniques and algorithms. Including spatial and frequency domain filtering, transformation, and color spaces.
Projective Transformation Rectification Network Official Implementation
My solutions (and my partner) for the practical work of the Image Processing (Traitement d'image TI) module in my 3rd year of state engineering studies at ENSTTIC
Performed 3-Dimensional Image processing using 3D DCT with MATLAB R2018. Inspected in depth of the abnormalities such as tumors, blood clots and parasites in the brain and heart. Examined the heart 3D model in a wide range of contrasts and saturations to observe blood flow and blockage in the arteries and in valves.
Geometric three-point calibration
Find parameters of similarity transformation (rotation, translation, and scaling)
This is a repository of code files which can be used to perform some basic tasks & operations using OpenCV.
3D modeling of a power generator -Renewable energy- using GLUT (OpenGL utility toolkit)
A few projects, done as part of the course work for Digital Image Processing, IIIT-D.
Este repo contiene una guía de trabajo para Transformaciones geométricas a una imagen, con la ayuda de la librería PILLOW. Esto le permite realizar diferentes operaciones como remodelar, cambiar y rotar una imagen. También tendrá la opción de aprender a aplicar algunas operaciones básicas de matriz a matriz en una imagen.