TY - GEN
T1 - Image recognition processor based on morphological associative memories
AU - Guzmán, Enrique
AU - Alvarado, Selene
AU - Pogrebnyak, Oleksiy
AU - Yañez, Cornelio
PY - 2007
Y1 - 2007
N2 - In this paper, the description of an image recognition processor based on Morphological Associative Memories (MAM) is presented. The combination of the MAM features with its implementation in a Programmable Logic Device grants to the system high speeds of processing, high immunity to the present noise in the images and great capacity of storage; these features make of our proposal a robust system and ideal to work in applications with autonomous real time systems. The described processor, with aid of a binary process of the image, realizing the filter functions, and the use of Morphological Heteroassociative Memories min demonstrated a high performance in the recognition of images corrupted with diverse types of noises.
AB - In this paper, the description of an image recognition processor based on Morphological Associative Memories (MAM) is presented. The combination of the MAM features with its implementation in a Programmable Logic Device grants to the system high speeds of processing, high immunity to the present noise in the images and great capacity of storage; these features make of our proposal a robust system and ideal to work in applications with autonomous real time systems. The described processor, with aid of a binary process of the image, realizing the filter functions, and the use of Morphological Heteroassociative Memories min demonstrated a high performance in the recognition of images corrupted with diverse types of noises.
UR - http://www.scopus.com/inward/record.url?scp=47349093098&partnerID=8YFLogxK
U2 - 10.1109/CERMA.2007.4367696
DO - 10.1109/CERMA.2007.4367696
M3 - Contribución a la conferencia
AN - SCOPUS:47349093098
SN - 0769529747
SN - 9780769529745
T3 - Electronics, Robotics and Automotive Mechanics Conference, CERMA 2007 - Proceedings
SP - 260
EP - 265
BT - Electr., Rob. Autom. Mech. Conf., CERMA - Proc.
T2 - Electronics, Robotics and Automotive Mechanics Conference, CERMA 2007
Y2 - 25 September 2007 through 28 September 2007
ER -