Leonardo Chang

Orcid: 0000-0002-0703-2131

Affiliations:
  • Monterrey Institute of Technology and Higher Education (ITESM), School of Engineering and Sciences, Mexico


According to our database1, Leonardo Chang authored at least 40 papers between 2008 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Correction to: Action recognition by key trajectories.
Pattern Anal. Appl., 2022

Action recognition by key trajectories.
Pattern Anal. Appl., 2022

Real-time instance segmentation of surgical instruments using attention and multi-scale feature fusion.
Medical Image Anal., 2022

Towards Accurate and Lightweight Masked Face Recognition: An Experimental Evaluation.
IEEE Access, 2022

A Study of the Frameworks for Digital Humans: Analyzing Facial Tracking evolution and New Research Directions with AI.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

2021
Local feature encoding for unknown presentation attack detection: An analysis of different local feature descriptors.
IET Biom., 2021

TYolov5: A Temporal Yolov5 Detector Based on Quasi-Recurrent Neural Networks for Real-Time Handgun Detection in Video.
CoRR, 2021

Benchmarking lightweight face architectures on specific face recognition scenarios.
Artif. Intell. Rev., 2021

A Study on the Performance of Unconstrained Very Low Resolution Face Recognition: Analyzing Current Trends and New Research Directions.
IEEE Access, 2021

Fingerprint Presentation Attack Detection Based on Local Features Encoding for Unknown Attacks.
IEEE Access, 2021

Deep Learning Architectures Applied to Mosquito Count Regressions in US Datasets.
Proceedings of the Advances in Computational Intelligence, 2021

Real Time Distraction Detection by Facial Attributes Recognition.
Proceedings of the Advances in Computational Intelligence, 2021

Assessing YOLACT++ for real time and robust instance segmentation of medical instruments in endoscopic procedures.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Exploitation of Deaths Registry in Mexico to Estimate the Total Deaths by Influenza Virus: A Preparation to Estimate the Advancement of COVID-19.
Proceedings of the Advances in Soft Computing, 2020

Lightweight Low-Resolution Face Recognition for Surveillance Applications.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Effective and Generalizable Graph-Based Clustering for Faces in the Wild.
Comput. Intell. Neurosci., 2019

Improving the Dense Trajectories Approach Towards Efficient Recognition of Simple Human Activities.
Proceedings of the 7th International Workshop on Biometrics and Forensics, 2019

ShuffleFaceNet: A Lightweight Face Architecture for Efficient and Highly-Accurate Face Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

On the Impact of Different Fabrication Materials on Fingerprint Presentation Attack Detection.
Proceedings of the 2019 International Conference on Biometrics, 2019

2018
Recopilación de bases de datos de estacionamientos para aplicaciones en visión computacional.
Res. Comput. Sci., 2018

Mejoras al algoritmo de trayectorias densas para el reconocimiento de acciones en video.
Res. Comput. Sci., 2018

On Fisher vector encoding of binary features for video face recognition.
J. Vis. Commun. Image Represent., 2018

Toward More Realistic Face Recognition Evaluation Protocols for the YouTube Faces Database.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Improving visual vocabularies: a more discriminative, representative and compact bag of visual words.
Informatica (Slovenia), 2017

Efficient and Effective Face Frontalization for Face Recognition in the Wild.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Fingerprint Presentation Attack Detection Method Based on a Bag-of-Words Approach.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
Efficient video face recognition by using Fisher Vector encoding of binary features.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Assessing the Distinctiveness and Representativeness of Visual Vocabularies.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014
LISF: An Invariant Local Shape Features Descriptor Robust to Occlusion.
Proceedings of the ICPRAM 2014, 2014

An Efficient Shape Feature Extraction, Description and Matching Method Using GPU.
Proceedings of the Pattern Recognition Applications and Methods, 2014

Efficient Overlapping Document Clustering Using GPUs and Multi-core Systems.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

Partial Shape Matching and Retrieval under Occlusion and Noise.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013
FPGA-based detection of SIFT interest keypoints.
Mach. Vis. Appl., 2013

Facial Landmarks Detection Using Extended Profile LBP-Based Active Shape Models.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
A Bayesian approach for object classification based on clusters of SIFT local features.
Expert Syst. Appl., 2012

Evaluación de la calidad de las imágenes de rostros utilizadas para la identificación de las personas.
Computación y Sistemas, 2012

2010
Object Class Recognition Using SIFT and Bayesian Networks.
Proceedings of the Advances in Soft Computing, 2010

2009
A Hardware Architecture for SIFT Candidate Keypoints Detection.
Proceedings of the Progress in Pattern Recognition, 2009

2008
Best-Shot Selection for Video Face Recognition Using FPGA.
Proceedings of the Progress in Pattern Recognition, 2008


  Loading...