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
OA	Carlos, A.-C., Arturo, Z.-L., Cesar, B.-A. and 2 more (...) (2025).Improving the teaching of the digital signal processing course for undergraduate students in electrical engineering. Discover Education,4(1)	\| 4 \|
	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

Courses taught by the professor in recent trimesters

*Courses are conducted in spanish

Num.	Trim.	Course Name	Level
1	26I	Procesamiento Digital de Señales	Licenciatura
2	25O	Análisis de Señales	Licenciatura
3	25O	Procesamiento Digital de Señales	Licenciatura
4	25P	Procesamiento Digital de Señales	Licenciatura
5	25P	Reconocimiento de Patrones	Posgrado
6	25I	Procesamiento Digital de Señales	Licenciatura
7	24O	Procesamiento Digital de Señales	Licenciatura
8	24O	Reconocimiento de Patrones	Posgrado
9	24P	Procesamiento Digital de Imágenes	Posgrado
10	24P	Procesamiento Digital de Señales	Licenciatura
11	24I	Reconocimiento de Patrones	Posgrado
12	24I	Procesamiento Digital de Señales	Licenciatura
13	23O	Análisis de Señales	Licenciatura
14	23O	Imágenes	Licenciatura
15	23O	Reconocimiento de Patrones	Posgrado
16	23P	Procesamiento Digital de Señales	Licenciatura
17	23I	Análisis de Señales	Licenciatura
18	23I	Procesamiento Digital de Señales	Licenciatura
19	22O	Procesamiento Digital de Señales	Licenciatura
20	22O	Reconocimiento de Patrones	Posgrado
21	22P	Procesamiento Digital de Imágenes	Posgrado
22	22P	Procesamiento Digital de Señales	Licenciatura

Information provided by the Dirección de Sistemas Escolares