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Liqingyun's Projects

brainstorm icon brainstorm

Implementation of "Data augmentation with spatial and appearance transforms for one-shot medical image segmentation"

computervision icon computervision

You can find the code to the projects I wrote for the Computer Vision class here

dcpdn icon dcpdn

Densely Connected Pyramid Dehazing Network (CVPR'2018)

dehaze icon dehaze

About the paper ------ Single Image Haze Removal Using Dark Channel Prior

dehaze-1 icon dehaze-1

Dark Channel Prior Based Image Dehazing Method

dehaze-2 icon dehaze-2

c++ demo for dehaze with guided filtering

hazeremoval-darkchannelprior icon hazeremoval-darkchannelprior

Python implementation of this paper, http://research.microsoft.com/en-us/um/people/jiansun/papers/dehaze_cvpr2009.pdf. Done for a Computer Vision class in grad school.

histograms icon histograms

Find in Internet other greyscale and color images with low contrast. Try to improve their quality with histogram equalization. Use proper approach for color images.Calculate the histogram for each sub-region of the image (for example 4 rows and 3 columns).Use CLAHE with YUV color space to enhance color images.Is it possible to use HSV color space to increase contrast of color images?

imageenhancement icon imageenhancement

A solution to document Image Enhancement by modelling it as an Optimisation Problem and solving the Poisson's Equation

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

tanda icon tanda

Learning to Compose Domain-Specific Transformations for Data Augmentation

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