TY  - CONF
AU  - Xavier Soria
AU  - Angel Sappa
A2  - SITIS
PY  - 2018//
TI  - Improving Edge Detection in RGB Images by Adding NIR Channel
BT  - 14th IEEE International Conference on Signal Image Technology & Internet Based System
KW  - Edge detection
KW  - Contour detection
KW  - VGG
KW  - CNN
KW  - RGB-NIR
KW  - Near infrared images
N2  - The edge detection is yet a critical problem in many computer vision and image processing tasks. The manuscript presents an Holistically-Nested Edge Detection based approach to study the inclusion of Near-Infrared in the Visible spectrumimages. To do so, a Single Sensor based dataset has been acquired in the range of 400nm to 1100nm wavelength spectral band. Prominent results have been obtained even when the ground truth (annotated edge-map) is based in the visible wavelength spectrum.
L1  - http://refbase.cvc.uab.es/files/SoS2018.pdf
N1  - MSIAU; 600.122
ID  - Xavier Soria2018
ER  -