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1. Artificial intelligence related software development: e.g, Facial recognition and object detection based on deep learning, image understanding, etc. I am very interested to do it further based on my experiences. 2.Image processing: I have also experiences on video or image processing besides the computer vision.
Project 1:Detecting the highway cracks for Texas, USA: 1.)Development on the labeling tool (marking the cracks on images and generate training data ) 2.)Neural network definition(based on Caffe/U-NET) and training
Responsible for R&D on end-to-end facial recognition system, including video capturing from IP cameras, video decoding, face detection/recognition based on deep learning, device and session management(server), alarm generation, action links, etc.
Responsible for R&D on video and computer vision related products, including: 1.Computer vision related equipment and software, for our customers to find out security problems, e.g. people invasion, loitering, abandoned Object, etc.
Responsible for R&D on SIP/VOIP video/audio client development, our team achieved great success in hiTalk SIP client development and signed more than 20 commercial contracts in several countries. Nokia Siemens Networks, Senior Researcher
SIP/VOIP video/audio clients and server development. Skills/Experiences: C/C++, SIP/VOIP, streaming, audio/video processing.
Locomotive micro-Computer Monitoring System(hardware, MCU) and also railway video surveillance system(software). Skills/Experiences: C/C++, embedded system.