selected publications
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article
- Assessment of Singularities in the EEG During A-Phases of Sleep Based on Wavelet Decomposition. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 30:2721-2731. 2022-01-01
- Automatic detection of A-phase onsets based on convolutional neural networks. Biomedical Signal Processing and Control. 77:-. 2022-01-01
- Gamification: A Motivation Metric Based in a Markov Model. International Journal of Emerging Technologies in Learning. 17:17-34. 2022-01-01
- A-phase classification using convolutional neural networks. Medical and Biological Engineering and Computing. 58:1003-1014. 2020-01-01
- Assisted quantification of abdominal adipose tissue based on magnetic resonance images. Multimedia Tools and Applications. 79:1519-1534. 2020-01-01
- Multimodal 3D rigid image registration based on expectation maximization. Health and Technology. 10:429-435. 2020-01-01
- A new Probabilistic Active Contour region-based method for multiclass medical image segmentation. Medical and Biological Engineering and Computing. 57:565-576. 2019-01-01
- Multimodal image registration based on the expectation-maximisation methodology. IET Image Processing. 11:1246-1253. 2017-01-01
- Pulmonary dynamics of anatomical structures of interest in 4DCT images [Dinámica pulmonar de estructuras anatómicas de interés en imágenes 4dct]. Revista Mexicana de Ingenieria Biomedica. 38:126-140. 2017-01-01
- Support system for semiautomatic quantification of pulmonary fibrosis in CT images [Sistema de apoyo para la cuantificación semiautomática de fibrosis pulmonar en imágenes de tac]. Revista Mexicana de Ingenieria Biomedica. 38:155-165. 2017-01-01
- A consensus algorithm for approximate string matching and its application to QRS complex detection. International Journal of Modern Physics C. 27:-. 2016-01-01
- Analysis of A-phase transitions during the cyclic alternating pattern under normal sleep. Medical and Biological Engineering and Computing. 54:133-148. 2016-01-01
- Quadratic blind linear unmixing: A graphical user interface for tissue characterization. Computer Methods and Programs in Biomedicine. 124:148-160. 2016-01-01
- Blind deconvolution estimation of fluorescence measurements through quadratic programming. Journal of Biomedical Optics. 20:-. 2015-01-01
- Deconvolution of fluorescence lifetime imaging microscopy by a library of exponentials. Optics Express. 23:23748-23767. 2015-01-01
- Extended output phasor representation of multi-spectral fluorescence lifetime imaging microscopy. Biomedical Optics Express. 6:2088-2105. 2015-01-01
- Phase correlation with sub-pixel accuracy: A comparative study in 1D and 2D. Computer Vision and Image Understanding. 137:76-87. 2015-01-01
- Robust rigid registration by scanning multiple phase correlation peaks. Optik. 126:5115-5118. 2015-01-01
- Blind end-member and abundance extraction for multispectral fluorescence lifetime imaging microscopy data. IEEE Journal of Biomedical and Health Informatics. 18:606-617. 2014-01-01
- Estimation of the number of fluorescent end-members for quantitative analysis of multispectral FLIM data. Optics Express. 22:12255-12272. 2014-01-01
- Multimodal non-rigid registration methods based on local variability measures in computed tomography and magnetic resonance brain images. IET Image Processing. 8:699-707. 2014-01-01
- Phase-correlation guided area matching for realtime vision and video encoding. Journal of Real-Time Image Processing. 9:621-633. 2014-01-01
- Using Kinect to analyze pebble to block-sized clasts in sedimentology. Computers and Geosciences. 72:18-32. 2014-01-01
- A fully constrained optimization method for time-resolved multispectral fluorescence lifetime imaging microscopy data unmixing. IEEE Transactions on Biomedical Engineering. 60:1711-1720. 2013-01-01
- Diagnosis of open-switch faults in variable speed drives by stator current analysis and pattern recognition. IET Electric Power Applications. 7:509-522. 2013-01-01
- Non-rigid multimodal medical image registration based on local variability [Registro elástico de imágenes médicas multimodales basado en medidas de variabilidad local]. Revista Mexicana de Ingenieria Biomedica. 34:7-21. 2013-01-01
- A consensus algorithm for approximate pattern matching in protein sequences [Un algoritmo de consenso para la búsqueda aproximada de patrones en cadenas de proteínas]. Revista Mexicana de Ingenieria Biomedica. 33:87-99. 2012-01-01
- Affine image registration guided by particle filter. IET Image Processing. 6:455-462. 2012-01-01
- Edge optimisation for parameter identification of induction motors. IET Electric Power Applications. 5:668-675. 2011-01-01
- Classification and interactive segmentation of EEG synchrony patterns. Pattern Recognition. 43:530-544. 2010-01-01
- Image registration using Markov random coefficient and geometric transformation fields. Pattern Recognition. 42:1660-1671. 2009-01-01
- High-precision stereo disparity estimation using HMMF models. Image and Vision Computing. 25:623-636. 2007-01-01
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conference paper
- COVID-19 Volumetric Pulmonary Lesion Estimation on CT Images using a U-NET and Probabilistic Active Contour Segmentation. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 3850-3853. 2021-01-01
- 3D Kidney Reconstruction from 2D Ultrasound Images. IFMBE Proceedings. 393-400. 2020-01-01
- Semantic Segmentation of Lung Tissues in HRCT Images by Means of a U-Net Convolutional Network. IFMBE Proceedings. 426-434. 2020-01-01
- Robust image segmentation based on superpixels and Gauss-Markov measure fields. Proceedings of a Special Session - 16th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence, MICAI 2017. 46-52. 2018-01-01
- An innovative multimodal/multispectral image registration method for medical images based on the Expectation-Maximization algorithm. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 5223-5226. 2015-01-01
- Experimental evaluation of rigid registration using phase correlation under illumination changes. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 151-161. 2015-01-01
- Efficiency analysis of POC-derived bases for combinatorial motion estimation. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 124-135. 2014-01-01
- Multimodal non-rigid registration methods based on Demons models and local uncertainty quantification used in 3D brain images. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11-20. 2014-01-01
- Non-rigid multimodal image registration based on the expectation- maximization algorithm. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 36-47. 2014-01-01
- Rigid multimodal/multispectral image registration based on the expectation-maximization algorithm. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11-20. 2014-01-01
- Iterative estimation of the number of autofluorescence components in a biological sample. Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing. -. 2013-01-01
- Non-rigid registration based on local uncertainty quantification and fluid models for multiparametric MR images. Proceedings of SPIE - The International Society for Optical Engineering. -. 2013-01-01
- Phase correlation based image alignment with subpixel accuracy. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 171-182. 2013-01-01
- A new method to estimate abundances of multiple components using multi-spectral Fluorescence Lifetime Imaging Microscopy. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 1081-1084. 2012-01-01
- A novel method to assist the detection of the Cyclic Alternating Pattern (CAP). Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 3656-3659. 2012-01-01
- Approximate string matching using phase correlation. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 6309-6312. 2012-01-01
- Fault diagnosis in variable speed drives by pattern recognition and probabilistic measures. IFAC Proceedings Volumes (IFAC-PapersOnline). 1394-1399. 2012-01-01
- Mesh-based approach for the 3D analysis of anatomical structures of interest in Radiotherapy. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 6555-6558. 2012-01-01
- Non-rigid multimodal image registration based on local variability measures and optical flow. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 1133-1136. 2012-01-01
- Nonlinear analysis of the change points between A and B phases during the Cyclic Alternating Pattern under normal sleep. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 1049-1052. 2012-01-01
- Sleep-wake detection based on respiratory signal acquired through a Pressure Bed Sensor. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 3452-3455. 2012-01-01
- An exploration of multimodal similarity metrics for parametric image registration based on particle filtering. CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book. -. 2011-01-01
- Elastic registration based on particle filter in radiotherapy images with brain deformations. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 8049-8052. 2011-01-01
- Particle filter for spectral unmixing. CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book. -. 2011-01-01
- A non-rigid multimodal image registration method based on particle filter and optical flow. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 35-44. 2010-01-01
- Automatic sleep staging based on ballistocardiographic signals recorded through bed sensors. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 3273-3276. 2010-01-01
- Evaluation of multimodal medical image registration based on Particle Filter. Program and Abstract Book - 2010 7th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2010. 406-411. 2010-01-01
- Evaluation of the sleep quality based on bed sensor signals: Time ariant analysis. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. 3994-3997. 2010-01-01
- Optical flow estimation with prior models obtained from phase correlation. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 417-426. 2010-01-01
- POC-guided are matching algorithm for video encoding. Midwest Symposium on Circuits and Systems. 505-508. 2010-01-01
- Image registration guided by particle filter. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 554-563. 2009-01-01
- Parameters identification in induction motors following hyperplanes optimization. 2009 6th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2009. -. 2009-01-01
- Phase-correlation guided search for realtime stereo vision. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 212-223. 2009-01-01
- Image registration using markov random coefficient fields. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 306-317. 2008-01-01
- Visualization of dynamic connectivity in high electrode-density EEG. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1040-1050. 2008-01-01
- An object-tracking algorithm based on Bayesian-learning. IEEE International Symposium on Industrial Electronics. 1681-1686. 2007-01-01
- Interactive segmentation of EEG synchrony data in time-frequency space by means of region-growing and Bayesian regularization. Electronics, Robotics and Automotive Mechanics Conference, CERMA 2007 - Proceedings. 235-240. 2007-01-01
- Quality-of-service analysis for linear multiuser detectors in the uplink of a wireless network. IEEE International Symposium on Industrial Electronics. 1945-1950. 2007-01-01
- Real-time vision tracking algorithm. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 412-421. 2006-01-01
- Markov random measure fields for image analysis. IEEE International Conference on Image Processing. I/765-I/768. 2002-01-01