1.4k citations · 3.5k across the 13 of their papers we have counts for
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cs.CV2017★ 19 cited
Eigen-Distortions of Hierarchical Representations
Alexander Berardino, Johannes Ballé, Valero Laparra +1
We develop a method for comparing hierarchical image representations in terms of their ability to explain perceptual sensitivity in humans. Specifically, we utilize Fisher informat…
cs.CV2017★ 74 cited
Perceptually Optimized Image Rendering
Valero Laparra, Alex Berardino, Johannes Ballé +1
We develop a framework for rendering photographic images, taking into account display limitations, so as to optimize perceptual similarity between the rendered image and the origin…