Where Computer Vision Needs Help from Computer Science

I'll give my view of the frontier of computer vision and where I feel computer vision needs advances from computer science and machine learning.  This will cover where computer vision works well: finding cars and faces, operating in controlled environments, and where it doesn't work well:   in the uncontrolled settings of daily life.   There will be a quick history object recognition.  I'll list a number of computer vision problems, describe their structure, and tell where we need help. .

William Freeman, Massachusetts Institute of Technology, USA

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