Academic Work

• ORCID
• Google scholar
• Scopus

Sites of interest

Sustainable Development Goals

Research interests

• Computer vision
• Pattern recognition
• Digital image and signal processing
• Deep learning
• neural networks

Profile

Professor Carlos Avilés Cruz was born in March 1966 in Mexico City, Mexico. He received his degree in Electronic Engineering specializing in Digital Systems from the Universidad Autónoma Metropolitana (UAM) in 1989, his Master's degree in Digital Signal, Image and Voice Processing from the Instituto Politécnico Nacional (IPN) de Grenoble-Francia in 1993 and his Ph.D. degree from the Instituto Politécnico Nacional (IPN) de Grenoble-Francia in 1997.

He is a professor at the Azcapotzalco Campus of the UAM, author, and co-author of more than 100 articles in journals and national and international conferences, and co-author of two books. His interests are computer vision, digital image processing, digital signal processing, pattern recognition, higher order statistics, and deep learning.

Information provided by the academic staff

Research interests

• Computer vision
• Pattern recognition
• Digital image and signal processing
• Deep learning
• neural networks

Academic Work

On the following pages you can consult the research work:

• Google scholar

See publications

• Scopus

See publications

• ORCID

See publications

Other sites of interest

Consult the research work on other websites:

• Personal website

See information

Some examples of publications

Select the bibliographic reference to consult each publication:

Open Access	References	UN SDGs
	Andres, F.-R., Eduardo, R.-M., Carlos, A.-C. and 1 more (...) (2020).Image Retrieval System based on a Binary Auto-Encoder and a Convolutional Neural Network. IEEE Latin America Transactions,18(11) 1925-1932
	Aviles, F.R., Cruz, C.A. (2018).Mobile augmented reality on electric circuits. Proceedings of Computing Conference 2017,2018-660-667

Courses offered

*Courses are conducted in spanish

Num.	Trim.	Course Name	Level
1	23O	Imágenes	Licenciatura
2	23O	Análisis de Señales	Licenciatura
3	23O	Reconocimiento de Patrones	Posgrado
4	23P	Procesamiento Digital de Señales	Licenciatura
5	23I	Análisis de Señales	Licenciatura
6	23I	Procesamiento Digital de Señales	Licenciatura
7	22O	Procesamiento Digital de Señales	Licenciatura
8	22O	Reconocimiento de Patrones	Posgrado
9	22P	Procesamiento Digital de Señales	Licenciatura
10	22P	Procesamiento Digital de Imágenes	Posgrado
11	21O	Procesamiento Digital de Señales	Licenciatura
12	21O	Procesamiento Digital de Imágenes	Posgrado
13	21P	Procesamiento Digital de Señales	Licenciatura
14	21P	Procesamiento Digital de Imágenes	Posgrado
15	21I	Procesamiento Digital de Señales	Licenciatura
16	21I	Reconocimiento de Patrones	Posgrado
17	20O	Procesamiento Digital de Señales	Licenciatura
18	20O	Procesamiento Digital de Señales	Posgrado
19	20P	Reconocimiento de Patrones	Posgrado
20	20I	Reconocimiento de Patrones	Posgrado

Information provided by the Dirección de Sistemas Escolares