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imageprocess's Introduction

ImageProcess

My work in Image Processing and Computer Vision fields.

##ActionRecognition An direct demo of Caltech101 dataset's recognition implementation.

##De-Fog(under construction) I wanna to realize the well-known algorithm put forward in Single Image Haze Removal Using Dark Channel Prior

##FaceDetectorWithPCA_SVM An implemention of face detecting algorithm using Principal Component Analysis(PCA) and Support Vector Machine(SVM). This tiny project inspire my interest in CV.

##KTHActionRecognition A lot of implemention of the present popular algorithms and their combined pipelines on Action Recognition task.

##MyFlower The project for Microsoft ImagineCup Competition. Want to recognize flowers on your mobile phone? Under the most heated Convolutional Neural Netwrok(CNN), the recognizing rate is over 80%!

##OBBench/OBMED/Object Bank For research use, we put forward a new algorithm on action recognition tasks. The codes are respectively written for two popular dataset (HMDB51 and TRECVID MED)

##TrafficLightDetection(Under construction) The system written meant to detect traffic lights and distint their colour in few seconds. We are trying to use improved Hough- Transform to solve it. This project is supported by National Training Programs of Innovation and Entrepreneurship for Undergraduates

##YLY Some experiments working for Luyu Yang's paper.

Note: There also contains some scattered .m files in this repository. Most of them are early sketeches and exercises for basic Image Processing issues.

Thanks very much for [Prof. Chenqiang Gao]'s guidance in my research work! [Prof. Chenqiang Gao]:https://sites.google.com/site/gaochenqiang/

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