How did the quest to make computers 'see' begin with simple line drawings and summer undergraduate projects?
In 1966, Marvin Minsky thought computer vision could be solved in one summer. We're still working on it.
The answer
Computer vision as an academic field traces to the 1966 MIT Summer Vision Project, where Marvin Minsky and Seymour Papert assigned a group of undergraduates the task of getting a computer to describe what it saw through a camera - expecting it to be a summer's work. The project made little progress, as the problem proved vastly harder than anticipated. Early breakthroughs came from David Marr's computational theory of vision at MIT in the late 1970s, which proposed that vision proceeds through stages: from a raw 'primal sketch' of edges and boundaries, to a 2.5D sketch capturing surfaces and depth, to a full 3D model. Larry Roberts' 1963 PhD thesis at MIT on extracting 3D geometric information from 2D photographs of polyhedral objects is widely regarded as the founding work of computer vision.
Source: MIT Computer Science and Artificial Intelligence Laboratory
- computer-vision
- mit
- history
More from AI & Machine Learning
- What radical question did Alan Turing ask in 1950 that launched the entire field of artificial intelligence?
- Can a machine fool you into thinking it's human - and does that mean it's truly intelligent?
- What happened at a small Dartmouth workshop in 1956 that gave artificial intelligence its name?
- How did a 1958 invention called the Perceptron convince people that machines could learn like brains?
- Could a 1966 chatbot really make people believe they were talking to a therapist?
- What was the first robot that could 'reason' about its own actions?