TY - JOUR
T1 - EFFICIENT LANE DETECTION BASED ON ARTIFICIAL NEURAL NETWORKS
AU - Arce, F.
AU - Zamora, E.
AU - Hernández, G.
AU - Sossa, H.
N1 - Publisher Copyright:
© 2017 Authors.
PY - 2017/9/25
Y1 - 2017/9/25
N2 - Lane detection is a problem that has attracted in the last years the attention of the computer vision community. Most of approaches used until now to face this problem combine conventional image processing, image analysis and pattern classification techniques. In this paper, we propose a methodology based on so-called Ellipsoidal Neural Networks with Dendritic Processing (ENNDPs) as a new approach to provide a solution to this important problem. The functioning and performance of the proposed methodology is validated with a real video taken by a camera mounted on a car circulating on urban highway of Mexico City.
AB - Lane detection is a problem that has attracted in the last years the attention of the computer vision community. Most of approaches used until now to face this problem combine conventional image processing, image analysis and pattern classification techniques. In this paper, we propose a methodology based on so-called Ellipsoidal Neural Networks with Dendritic Processing (ENNDPs) as a new approach to provide a solution to this important problem. The functioning and performance of the proposed methodology is validated with a real video taken by a camera mounted on a car circulating on urban highway of Mexico City.
KW - Artificial Neural Networks
KW - Dendritic Processing
KW - Ellipsoidal Neuron
KW - Lane Detection.
UR - http://www.scopus.com/inward/record.url?scp=85032288944&partnerID=8YFLogxK
U2 - 10.5194/isprs-annals-IV-4-W3-13-2017
DO - 10.5194/isprs-annals-IV-4-W3-13-2017
M3 - Artículo de la conferencia
AN - SCOPUS:85032288944
SN - 2194-9042
VL - 4
SP - 13
EP - 19
JO - ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
JF - ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
IS - 4W3
T2 - 2nd International Conference on Smart Data and Smart Cities, UDMS 2017
Y2 - 4 October 2017 through 6 October 2017
ER -