Publications

Barrientos, R. J.; Mora, M.; Soto-Silva, W. Hernández-García, R.; Peralta, D. (2022): "Dispositivo Móvil de Identificación de Personas Mediante Huella Digital". Patent No.: 65.809, INAPI - Instituto Nacional de Propiedad Industrial, Chile. Registration Date: Nov. 07, 2022. Expiration Date: Sept. 07, 2040.

Salazar-Jurado, E. H.; Hernández-García, R.; Vilches-Ponce, K.; Barrientos, R. J.; Mora, M.; Jaswal, G. (2023): "Towards the generation of synthetic images of palm vein patterns: A review". Information Fusion, 89, pp. 66-90, DOI: 10.1016/j.inffus.2022.08.008. Indexing: WoS - Q1.

Rico-Garcia, M.; Botero-Valencia, J.; Hernández-García, R. (2022): "Vertical Jump Data from Inertial and Optical Motion Tracking Systems". Data, 7, 116, DOI: 10.3390/data7080116. Indexing: SCOPUS - Q2.

Bragard, J.; Vélez, J.A; Riquelme, J.A.; Perez, L.M.; Hernández-García, R.; Barrientos, R.J.; Laroze, D. (2021): “Study of type-III intermittency in the Landau-Lifshitz-Gilbert equation”. Physica Scripta, 96(12), 124045, DOI: 10.1088/1402-4896/ac198e. Indexing: WoS - Q2.

Barrientos, R.J.; Riquelme, J.A.; Hernández-García, R.; Navarro, C.A.; Soto-Silva, W. (2021): “Fast kNN query processing over a multi-node GPU environment”. The Journal of Supercomputing, 78, 3045–3071, DOI: 10.1007/s11227-021-03975-2. Indexing: WoS - Q2.

Zabala-Blanco, D.; Mora, M.; Barrientos, R.J.; Hernández-García, R.; Naranjo-Torres, J. (2020): “Fingerprint Classification through Standard and Weighted Extreme Learning Machines”. Applied Sciences, 10, 4125, DOI: 10.3390/app10124125. Indexing: WoS - Q2.

Naranjo-Torres, J.; Mora, M.; Hernández-García, R.; Barrientos, R.J.; Fredes, C.; Valenzuela, A. (2020): “A Review of Convolutional Neural Network Applied to Fruit Image Processing”. Applied Sciences, 10, 3443, DOI: 10.3390/app10103443. Indexing: WoS - Q2.

Hernández-García, R.; Barrientos, R. J.; Rojas, C.; Soto-Silva, W. E. ; Mora, M.; Gonzalez, P.; Frati, E. F. (2019): "Fast Finger Vein Recognition Based on Sparse Matching Algorithm under a Multicore Platform for Real-Time Individuals Identification". Symmetry, 11(9), 1167, DOI: 10.3390/sym11091167. Indexing: WoS - Q2.

Hernández-García, R.; Barrientos, R. J.; Rojas, C.; Mora, M. (2019): "Individuals Identification Based on Palm Vein Matching under a Parallel Environment". Applied Sciences, 9(14), 2805, DOI: 10.3390/app9142805. Indexing: WoS - Q2.

Hernández-García, R.; Ramos-Cózar, J.; Guil, N.; García-Reyes, E.; Sahli, H. (2017): "Improving Bag-of-Visual-Words model using visual n-grams for human action classification". Expert Systems with Applications, 92, pp. 182-191, DOI: 10.1016/j.eswa.2017.09.016. Indexing: WoS - Q1

Hernández-García, R.; García-Reyes, E.; Ramos-Cózar, J.; Guil, N. (2014): “Modelos de representación de características para la clasificación de acciones humanas en video: estado del arte”. Revista Cubana de Ciencias Informáticas (RCCI), 8 (4). Indexing: SciELO.

Hernandez Y.; Ortiz, J.; Hernández, R.; González, J.M. (2012): “Descriptores temporales-espaciales en la detección automática de información audiovisual”. Ciencias de la Información, Instituto de Información Científica y Tecnológica (IDICT), 43 (2), pp. 21-27. Indexing: SCOPUS.

Hernandez-Heredia, Y.; González-Linares, J.M; Guil, N.; Ortiz, J.; Hernández, R.; Cózar, J. (2012): “Object detection with vocabularies of space-time descriptors”. Journal of Applied Research and Technology, 10 (6), pp. 950-956. Indexing: SCOPUS.

Hernández-García, R.; Feng, Z.; Barrientos, R. J.; Castro, F. M.; Ramos-Cózar, J.; Guil, N. "CNN-based Model for Gender and Age Classification based on Palm Vein Images". In 12th International Conference on Pattern Recognition Systems (ICPRS), Saint-Etienne, France. DOI: 10.1109/ICPRS54038.2022.9854057. Indexing: SCOPUS.

Zabala-Blanco, D.; Hernández-García, R.; Barrientos, R.J. (2022): “PVEIN-MLELM: a Novel Palm Vein Identification Approach through Multilayer Extreme Learning Machine”. In 2022 IEEE International Conference on Automation/XXV Congress of the Chilean Association of Automatic Control (ICA-ACCA), Curicó, Chile. DOI: 10.1109/ICA-ACCA56767.2022.10006171. Indexing: SCOPUS.

Zabala-Blanco, D.; Quinteros, A.; Mora, M.; Hernández-García, R.; Flores-Calero, M. (2022): “Fingerprint Classification with the Extreme Learning Machine Algorithm for Multilayer Perceptron”. In 2022 IEEE International Conference on Automation/XXV Congress of the Chilean Association of Automatic Control (ICA-ACCA), Curicó, Chile. DOI: 10.1109/ICA-ACCA56767.2022.10006187. Indexing: SCOPUS.

Becerra, G.; Mora, M.; Aubin, V.; Hernández-García, R. (2022): “Off-line Writer Verification based on Small Segments of Handwritten Text and Convolutional Neural Networks”. In 2022 IEEE International Conference on Automation/XXV Congress of the Chilean Association of Automatic Control (ICA-ACCA), Curicó, Chile. DOI: 10.1109/ICA-ACCA56767.2022.10006220. Indexing: SCOPUS.

Soto, J.; Moore, M.; López-Cortés, X.A.; Hernández-García, R.; Merino, I. (2022): “What Hides Chile’s Electricity Mix Data: a Data Science Perspective”. In 2022 IEEE International Conference on Automation/XXV Congress of the Chilean Association of Automatic Control (ICA-ACCA), Curicó, Chile. DOI: 10.1109/ICA-ACCA56767.2022.10006089. Indexing: SCOPUS.

Barrientos, R.J.; Silva-Pavez, F.; Hernández-García, R.; Mora, M. (2022): “Using Heaps on GPU”. In 41th International Conference of the Chilean Computer Science Society (SCCC), Santiago, Chile. DOI: 10.1109/SCCC57464.2022.10000280. Indexing: SCOPUS.

Guidet, S.; Quinteros, A.; Hernández-García, R.; Frati, F. E.; Barrientos, R. J. (2022): “A Comparative Analysis of Massive Finger-Vein Recognition Algorithms: From Energy Consumption Perspective”. In 41th International Conference of the Chilean Computer Science Society (SCCC), Santiago, Chile. DOI: 10.1109/SCCC57464.2022.10000304. Indexing: SCOPUS.

Laurens, L.; Hernández-García, R. (2022): “Engineering Students' Perception of the Use of Machine Learning in Accounting Learning”. In 41th International Conference of the Chilean Computer Science Society (SCCC), Santiago, Chile. DOI: 10.1109/SCCC57464.2022.10000281. Indexing: SCOPUS.

Laurens, L.; Hernández-García, R. (2022): “Academic Performance Predicting Model based on Machine Learning and Keller's Motivation Measure”. In 41th International Conference of the Chilean Computer Science Society (SCCC), Santiago, Chile. DOI: 10.1109/SCCC57464.2022.10000282. Indexing: SCOPUS.

Salazar, E.; Hernández-García, R.; Barrientos, R.J.; Vilches, K.; Mora, M.; Vásquez, A. (2021): “Generating Style-based Palm Vein Synthetic Images for the Creation of Large-Scale Datasets”. In 11th International Conference on Pattern Recognition Systems, Talca, Chile. DOI: 10.1049/icp.2021.1451. Indexing: SCOPUS.

Salazar, E.; Hernández-García, R.; Barrientos, R.J.; Vilches, K.; Mora, M.; Vásquez, A. (2021): “Automatic Generation of Synthetic Palm Vein Images: a Nature-based Approach”. In 11th International Conference on Pattern Recognition Systems, Talca, Chile. DOI: 10.1049/icp.2021.1452. Indexing: SCOPUS.

Hernández-García, R.; Santamaría, J.I.; Barrientos, R.J.; Salazar, E.; Castro, F.M; Ramos-Cózar, J.; Guil, N. (2021): “Large-scale palm vein recognition on synthetic datasets”. In 40th International Conference of the Chilean Computer Science Society (SCCC), La Serena, Chile. DOI: 10.1109/SCCC54552.2021.9650413. Indexing: SCOPUS.

Santamaría, J.I.; Hernández-García, R.; Barrientos, R.J.; Castro, F.M; Ramos-Cózar, J.; Guil, N. (2021): “Evaluation of end-to-end CNN models for palm vein recognition”. In 40th International Conference of the Chilean Computer Science Society (SCCC), La Serena, Chile. DOI: 10.1109/SCCC54552.2021.9650384. Indexing: SCOPUS.

Zabala-Blanco, D.; Hernández-García, R.; Barrientos, R.J.; Mora, M. (2021): “Evaluation of the standard and regularized ELMs for gender and age classification based on palm vein images”. In 40th International Conference of the Chilean Computer Science Society (SCCC), La Serena, Chile. DOI: 10.1109/SCCC54552.2021.9650435. Indexing: SCOPUS.

Riquelme, J. A.; Barrientos, R. J.; Hernández-García, R.; Navarro, C. A. (2020): “An exhaustive algorithm based on GPU to process a kNN query”. In 39th International Conference of the Chilean Computer Science Society (SCCC), Coquimbo, Chile. DOI: 10.1109/SCCC51225.2020.9281231. Indexing: SCOPUS.

Zabala-Blanco, D.; Mora, M.; Hernández-García, R.; Barrientos, R. J. (2020): “The Extreme Learning Machine Algorithm for Classifying Fingerprints”. In 39th International Conference of the Chilean Computer Science Society (SCCC), Coquimbo, Chile. DOI: 10.1109/SCCC51225.2020.9281232. Indexing: SCOPUS.

Merino, I.; Hernández-García, R.; Hernández-Solís, A. (2020): “ANICCA, a computational tool for simulating nuclear fuel cycles”. In 39th International Conference of the Chilean Computer Science Society (SCCC), Coquimbo, Chile. DOI: 10.1109/SCCC51225.2020.9281233. Indexing: SCOPUS.

Guidet, S.; Barrientos, R. J.; Hernández-García, R.; Frati, F. E. (2020): “Exhaustive similarity search on a many-core architecture for finger-vein massive identification”. In Journal of Physics: Conference Series, Volume 1702, VII International Conference Days of Applied Mathematics, San José de Cucuta, Colombia. DOI: 10.1088/1742-6596/1702/1/012012. Indexing: SCOPUS.

Salazar, A.; Salazar, E.; Cadena, O.; Hernández-García, R. (2020): “Discrimination of seismic waves produced by volcanoes using self-organizing maps”. In Journal of Physics: Conference Series, Volume 1702, VII International Conference Days of Applied Mathematics, San José de Cucuta, Colombia. DOI: 10.1088/1742-6596/1702/1/012015. Indexing: SCOPUS.

Vásquez, A.; Mora, M.; Aubin, V.; Salazar, E.; Barrientos, R. J.; Hernández-García, R.; Vilches, K. (2020): “Writer verification based on simple graphemes and extreme learning machine approaches”. In Journal of Physics: Conference Series, Volume 1671, III Workshop on Modeling and Simulation for Science and Engineering (III WMSSE), Armenia, Colombia. DOI: 10.1088/1742-6596/1671/1/012004. Indexing: SCOPUS.

Guidet, S.; Barrientos, R. J.; Frati, F. E.; Hernández-García, R. (2020): “Finger-vein individuals identification on massive databases”. In Short Papers of the 8th Conference on Cloud Computing, Big Data & Emerging Topics (JCC&BD 2020), La Plata, Argentina.

Barrientos, R. J.; Hernández-García, R.; Ortega, K.; Luque, E.; Peralta, D. (2019): "Heap-based Algorithms to Accelerate Fingerprint Matching on Parallel Platforms". In 7th International Conference on Cloud Computing & Big Data (JCC&BD 2019), Springer, La Plata, Argentina. DOI: 10.1007/978-3-030-27713-0_6. Indexing: SCOPUS.

Hernández-García, R.; Guidet, S.; Barrientos, R. J.; Frati, F. E. (2019): "Massive Finger-vein Identification based on Local Line Binary Pattern under Parallel and Distributed Systems". In 38th International Conference of the Chilean Computer Science Society (SCCC), IEEE, Concepción, Chile. DOI: 10.1109/SCCC49216.2019.8966400. Indexing: SCOPUS.

Campos, H.; Hernández-García, R.; Barrientos, R. J. (2019): "Evaluation of LBP-based descriptors for Iris Recognition based on Learning Vector Quantization Classifier under a Multi-core Platform". In 38th International Conference of the Chilean Computer Science Society (SCCC), IEEE, Concepción, Chile. DOI: 10.1109/SCCC49216.2019.8966407. Indexing: SCOPUS.

Iglesias, P.; Hernández-García, R.; Barrientos, R. J.; Goncalves, E.; Mora, M. (2019): "Iris Recognition based on Displacement Information using a Sparse Matching Technique". In 38th International Conference of the Chilean Computer Science Society (SCCC), IEEE, Concepción, Chile. DOI: 10.1109/SCCC49216.2019.8966438. Indexing: SCOPUS.

Rojas, C.; Hernández-García, R.; Barrientos, R.J. (2018): “Individuals identification using finger veins under a multi-core platform”. In 37th International Conference of the Chilean Computer Science Society (SCCC), IEEE, Santiago, Chile. DOI: 10.1109/SCCC.2018.8705155. Indexing: SCOPUS.

Hernández-García, R.; Zulueta-Veliz, Y.; Mufeti, T.K. (2017): "Contributing to the Teaching-Learning Process through the use of Competitive Programming. Experience of School of Computing at University of Namibia". In 46th Annual Conference of the Southern African Computer Lecturers’ Association (SACLA), pp. 150-157, Magaliesburg, South Africa. Online: https://cs.up.ac.za/cs/vpieterse/pub/2017PieterseEtSACLA.pdf.

Hernández-García, R.; García-Reyes, E.; Ramos-Cózar, J.; Guil, N. (2014): “Human Action Classification using N-grams Visual Vocabulary”. In: Bayro-Corrochano E., Hancock E. (eds) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (CIARP2014). Lecture Notes in Computer Science, 8827, pp. 319-326, Springer, Cham. DOI: 10.1007/978-3-319-12568-8_39. Indexing: SCOPUS.

Cózar, J.R.; Hernández, R.; Heredia, Y.; González-Linares, J.M.; Guil, N. (2012): “Reducing Vocabulary Size in Human Action Classification”. In 2012 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES), Advances in Knowledge-Based and Intelligent Information and Engineering Systems, Frontiers in Artificial Intelligence and Applications (FAIA) series, 243, pp. 1712-1719, IOSPress, San Sebastian, Spain. DOI: 10.3233/978-1-61499-105-2-1712. Indexing: SCOPUS.

Cózar, J.R.; Hernández, R.; Heredia, Y.; González-Linares, J.M.; Guil, N. (2012): “Visual Words Selection for Human Action Classification”. In 2012 International Workshop on Machine Learning, Pattern Recognition & Applications (MLPRA2012), as part of International Conference on High-Performance Computing & Simulation (HPCS), pp. 188-194, IEEE, Madrid, Spain. DOI: 10.1109/HPCSim.2012.6266910. Indexing: SCOPUS.

Synthetic Style-based Palm Vein Database: Synthetic-sPVDB (version 2.0), published at LITRP Repositories: License Request Form (Google Form).

Natural-based Synthetic Palm Vein Database: NS-PVDB (version 2.0), published at LITRP Repositories: License Request Form (Google Form).

Vertical Jump Dataset from Inertial and Optical Motion Tracking Systems, available online at the Zenodo repository: 10.5281/zenodo.6600752

Salazar-Jurado, E.H.; Hernández-García, R.; Vilches-Ponce, K.; Barrientos, R.J.; Mora, M. (2022): “Towards the Generation of Synthetic Images of Palm Vein Patterns: A Review”. arXiv Preprint (Under Review). DOI: 10.48550/arXiv.2205.10179.