2016.02.16: Image processing overview

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stevejbrown edited this page Feb 27, 2016 · 1 revision

Notes on Feb. 16th DSLG meeting

Today Jamie and Steve worked on the Kaggle's facial keypoints competition.

We wanted to know what tools we could use so we first tried to get an overview of all the areas that are important for image processing.

Areas of image processing/computer vision:

Edge/corner/feature detection
Enhancement/Noise reduction etc.
Segmentation/Region detection
Filtering
Morphing
Geometric transformations
Registration/feature matching
Classification
Object detection (faces, text, digits, etc.)
Object tracking
Image retrieval/searching
Camera calibration
Scene reconstruction

A great place to learn more is MATLAB's Image Processing and Computer Vision documentation (even if you don't use MATLAB).