MofM - Stages of Sight
Info
This is a part of noted from reading the book #Models_of_the_Mind about Computational Neuroscience.
This chapter Stages of Sight is about visual processing and computer vision.
1920, Emanuel Goldberg
- template matching: multiply image pixels with template pixels and sum up; the best match has highest sum score
1958, Oliver Selfridge
- "Pandemonium": hierarchical structures (computational - cognitive - decisional) should be used in visual processing
1963, Leonard Uhr
- pattern recognition
1959, Jerome Lettvin
- verified "Pandemonium" in frogs
1960s, Hubel & Wisel
- simple cell & complex cell
1960s, Kunihiko Fukushima
- convolution in visual processing, inspired by Hubel & Wisel
- simulate circuits of simple and complex cells
- "Neocognition" in 1980
1987, Yann LeCun
- convolution neural networks in vision, inspired by "Neocognition"