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PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition
2018
IEEE Transactions on Pattern Analysis and Machine Intelligence
By providing substantial amounts of data and standardized evaluation protocols, datasets in computer vision have helped fuel advances across all areas of visual recognition. But even in light of breakthrough results on recent benchmarks, it is still fair to ask if our recognition algorithms are doing as well as we think they are. The vision sciences at large make use of a very different evaluation regime known as Visual Psychophysics to study visual perception. Psychophysics is the quantitative
doi:10.1109/tpami.2018.2849989
pmid:29994469
fatcat:vgqiqk43enhb7ke2nwjudelri4