In defense of shallow learned spectral reconstruction from RGB images

J Aeschbacher, J Wu, R Timofte - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Very recent Galliani et al. proposed a method using a very deep CNN architecture or
learned spectral reconstruction and showed large improvements over the recent sparse …

[HTML][HTML] Multispectral images of flowers reveal the adaptive significance of using long-wavelength-sensitive receptors for edge detection in bees

V Vasas, D Hanley, PG Kevan, L Chittka - Journal of Comparative …, 2017 - Springer
Many pollinating insects acquire their entire nutrition from visiting flowers, and they must
therefore be efficient both at detecting flowers and at recognizing familiar rewarding flower …

Perceptual Color Classification Based on Lightning Environment with Hyperspectral Data

Y Ozasa, K Iwata, N Enami, Y Satou - … , Revised Selected Papers, Part I 13, 2017 - Springer
Identifying objects by its color name is an essential capability for a service robot to
understand and interact with the physical world and be of use in everyday life scenarios. The …

Aesthetics Without Semantics

CA Parraga, M Muñoz Gonzalez… - Available at SSRN …, 2017 - papers.ssrn.com
While it is easy for human observers to judge an image as beautiful or ugly, aesthetic
decisions result from a combination of entangled perceptual and cognitive (semantic) …