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Wavelet-based Reflection Symmetry Detection via Textural and Color Histograms (ICCV 2017)

License: MIT License

MATLAB 100.00%
aesthetics computer-vision detection gabor geometry-processing histogram image-analysis pattern-recognition symmetry wavelet

colorsymdetect's Introduction

Hi i'm Mohamed 👋

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Short Bio

Mohamed is a senior-level computer vision researcher with industrial and academic experience in image processing and robotics field over 10 years. He has managed technical projects with worldwide clients and European partners. His research expertise involves embedded vision, information retrieval and medical imaging. He has published highly cited papers in top computer vision conferences (i.e., ICCV, ACVIS, CAIP, VCIP). He serves as a reviewer for a number of journals and conferences in computer vision field.

  • Teaching Fellow at University of Strathclyde, UK (Present)
  • PhD in Computer Vision, France (2014 - 2019)
  • Joint MSc in Computer Vision and Robotics, Europe (2012 - 2014)
  • Winner of ICCV 2017 2D reflection symmetry detection competitions (among participants)

Educational Repos

  • awesome-cv, curated educational list for computer vision.
  • RoadToFAANG_CV, Hitchhiker’s guide in getting a FAANG job (Computer Vision).
  • [WIP] awesome-cs, curated educational list for computer science.
  • [WIP] AwesomeToolsCV, curated list of development and deployment tools for Computer Vision projects.
  • [WIP] YouAndYourResearchCV, Guide on How to Do Research in Computer Vision.
  • [WIP] cv-recipes, Recipes for computer vision for educational and research use.

Article Repos

  • VCIP'21, Security and Forensics Exploration of Learning-based Image Coding: Watermarking and Source Identification.
  • [Available Soon] ICISP'18, Editorial Image Retrieval Using Handcrafted and CNN Features.
  • [Available Soon] ICIAR'18, Mobile-Based Painting Photo Retrieval Using Combined Features.
  • ICCVW'17, Wavelet-based Reflection Symmetry Detection via Textural and Color Histograms.
  • [Available Soon] CAIP'17, Multiple reflection symmetry detection via linear-directional kernel density estimation.
  • arXiv'17, Automatic Classification of Bright Retinal Lesions via Deep Network Features.
  • ICIAR'16, Automatic nonlinear filtering and segmentation for breast ultrasound images.
  • [Available Soon] arXiv'16, Detecting and avoiding frontal obstacles from monocular camera for micro unmanned aerial vehicles.

Skills

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Libraries

PyTorch Badge TensorFlow Badge Keras Badge OpenCV Badge NumPy Badge sklearn Badge Pillow Badge skimage Badge

Databases

MongoDB Badge MySQL Badge SQLite Badge

OS/Cloud

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mawady

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