The challenge of general machine vision
نویسنده
چکیده
I believe that machine vision researchers have grossly underestimated the difficulty of the general problem ignoring the evidence from Psychobiology and Neuroscience. More than 20 years ago Bela Julesz wrote “In real-life situations, bottom-up and top-down processes are interwoven in intricate ways," and "progress in psychobiology is ... hampered ... by our inability to find the proper levels of complexity for describing mental phenomena” [1]. V.S. Ramachandran wrote “Perceptions emerge as a result of reverberations of signals between different levels of the sensory hierarchy, indeed across different senses” and criticized the view that “sensory processing involves a one-way cascade of information (processing)” [2].
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عنوان ژورنال:
- Signal, Image and Video Processing
دوره 8 شماره
صفحات -
تاریخ انتشار 2014