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2024
A systematic review and meta-analysis of artificial intelligence versus clinicians for skin cancer diagnosis
Maria Paz Salinas, Javiera Sepúlveda, Leonel Hidalgo, Dominga Peirano, Macarena Morel, Pablo Uribe, Veronica Rotemberg, Juan Briones, Domingo Mery, Cristian Navarrete-Dechent, npj Digital Medicine 7 (1), 125
2023
Seismic performance assessment of medical equipment using experimentally validated rolling and toppling nonlinear models, J Guamán-Cabrera, JC de la Llera, D Mery, Earthquake Spectra 39 (3), 1810-1836
Distinguishing a planetary transit from false positives: a Transformer-based classification for planetary transit signals, H Salinas, K Pichara, R Brahm, F Pérez-Galarce, D Mery, Monthly Notices of the Royal Astronomical Society 522 (3), 3201-3216
Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift, F Pérez-Galarce, K Pichara, P Huijse, M Catelan, D Mery, Astronomy and Computing 43, 100694
2022
On Skin Lesion Recognition using Deep Learning: 50 Ways to Choose Your Model, D Mery, P Romero, G Garib, A Pedro, MP Salinas, J Sepulveda, L Hidalgo, C Prieto, C Navarrete-Dechent, Pacific-Rim Symposium on Image and Video Technology (PSIVT 2022).
Enhancing Automated Baggage Inspection Using Simulated X-ray Images of 3D Models, A Kaminetzky, D Mery, Pacific-Rim Symposium on Image and Video Technology (PSIVT 2022).
On Low-Resolution Face Re-identification with High-Resolution-Mapping, L Prieto, S Pulgar, P Flynn, D Mery,Pacific-Rim Symposium on Image and Video Technology (PSIVT 2022).
Multi-scale flow structure of a strike-slip tectonic setting: a self-similar model for the Liquiñe-Ofqui Fault System and the Andean Transverse Faults, Southern Andes (39- 40oS)
T Roquer, G Arancibia, JGF Crempien, D Mery, J Rowland, J Sepúlveda, Geothermics
True Black-Box Explanation in Facial Analysis, D Mery, 17th IEEE Computer Society Workshop on Biometrics 2022 with CVPR2022
Identification of hemodynamic biomarkers for bicuspid aortic valve induced aortic dilation using machine learning, P Franco, J Sotelo, A Guala, L Dux-Santoy, A Evangelista, D Mery, Computers in biology and medicine 141, 105147
Target Detection by Target Simulation in X-ray Testing, D Mery, A Kaminetzky, L Golborne, S Figueroa, D Saavedra, Journal of Nondestructive Evaluation 41 (1), 1-12
Fair Face Verification by Using Non-Sensitive Soft-Biometric Attributes
E Villalobos, D Mery, K Bowyer, IEEE Access 10, 30168 – 30179
On Black-Box Explanation for Face Verification. Mery, D.; Morris, B., IEEE Winter Conference on Applications of Computer Vision (WACV2022).
2021
Image analysis reveals that lenticel damage does not result in black spot development but enhances dehydration in persea americana mill. Cv. hass during prolonged storage, Vicente Lindh, Virgilio Uarrota, Claudio Zulueta, Juan E Alvaro, Monika Valdenegro, Italo F Cuneo, Domingo Mery, Romina Pedreschi, Agronomy 11 (9), 1699, 2021
Automated Threat Objects Detection with Synthetic Data for Real-Time X-ray Baggage Inspection, K Chaturvedi, A Braytee, DK Vishwakarma, M Saqib, D Mery, M Prasad, International Joint Conference on Neural Networks, 2021
Comparison of Methods for Bass Line Onset Detection. Duran, G.; de la Cuadra, P.; Mery, D. International Computer Music Conference, 2021
A novel online self-learning system with automatic object detection model for multimedia applications, EJ Cheng, M Prasad, J Yang, DR Zheng, X Tao, D Mery, KY Young, Multimedia Tools and Applications.
Computer Vision for X-ray Testing, 2nd Edition, Mery, D.; Pieringer C., Springer, 2021.
Aluminum Casting Inspection using Deep Object Detection Methods and Simulated Ellipsoidal Defects. Mery, D., Machine Vision and Applications.
Informative Bayesian model selection for RR Lyrae star classifiers. Pérez-Galarce, F.; Pichara, K.; Huijse, P.; Catelan, M.; Protopapas, P.; Mery, D. Monthly Notices of the Royal Astronomical Society Main Journal, 2021.
An efficient point-matching method based on multiple geometrical hypotheses, Carrasco, M.; Mery, D.; Concha, A.; Velázquez, R.; de Fazio, R.; Visconti, P., Electronics 10 (3), 246, 2021.
2020
Automatic Threat Detection in Single, Stereo (Two) and Multi View X-Ray Images
Tuli, A.; Bohra, R.; Moghe, T.; Chaturvedi, N.; Mery, D.; Dhiraj, 2020 IEEE 17th India Council International Conference (INDICON), 1-7, 2020
Detection of threat objects in baggage inspection with X-ray images using deep learning
Saavedra, D.; Banerjee, S.; Mery, D., Neural Computing and Applications, 1-17, 2020
X-ray Baggage Inspection with Computer Vision: A Survey, Mery, D.; Saavedra, D.; Prasad, M., IEEE Access, 2020.
Digital rock approach to model the permeability in an artificially heated and fractured granodiorite from the Liquiñe Geothermal System (39° S), Molina, E.; Arancibia, G.; Sepúlveda, J.; Roquer, T.; Mery, D.; Morata, D., Rock Mechanics and Rock Engineering 53 (3), 1179-1204, 2020
A novel online self-learning system with automatic object detection model for multimedia applications, Cheng, E.; Prasad, M.;cYang, J.; Zheng, D.R.; Tao, X.; Mery, D.; Young, K.Y. Multimedia Tools and Applications, 2020
Identity Document to Selfie Face Matching Across Adolescence, Albiero, V.; Srinivas, N.; Villalobos, E.; Perez-Facuse, J.; Rosenthal, R.; Mery, D.; Ricanek, K.; Bowyer. K., International Joint Conference on Biometrics (IJCB 2020).
Aluminum Castings Inspection using Deep Learning: A method based on Convolutional Neural Networks, Mery, D. Journal of Nondestructive Evaluation, 2020.
2019
Characterization of spinal cord damage based on automatic video analysis of froglet swimming, De Vidts, S.; Mendez-Olivos, E.E.; Palacios, M.; Larrain, J.; Mery, D. Biology Open, (BIOLOPEN) 8 (12), 1-10, 2019.
Face Analysis: State of the Art and Ethical Challenges, Mery, D. In Proceedings of the Pacific Rim Symposium on Image and Video Technology (PSIVT 2019): Workshop Vision-Tech, 2019.
Graph Representation for Face Analysis in Image Collections, Mery, D.; Valdes, F.
arXiv 2019.
A Robust Face Recognition System for One Sample Problem. Meena, M.; Singh, P.; Rana, A.; Mery, D.; and Prasad, M. In Proceedings of the Pacific Rim Symposium on Image and Video Technology (PSIVT 2019), 2019.
Prostate Cancer Classification based on Best First Search and Taguchi Feature Selection Method
Reconocimiento Facial: es bueno malo? Mery, D., La Tercera (06/09/19). 2019.
Digital rock approach to model the permeability in an artificially heated and fractured granodiorite from the Liquiñe Geothermal System (390S), Molina, E.; Arancibia, G.; Sepúlveda, J.; Roquer, T.; Mery, D.; Morata, D., Rock Mechanics and Rock Engineering. 2019
Handgun Detection in Mono-energetic Multiple X-ray Views Based on 3D Object Recognition, Riffo, V.; Godoy, I.; and Mery, D. Journal of Nondestructive Evaluation. 2019
Face Recognition in Low-Quality Images using Adaptive Sparse Representations, Heinsohn, D.; Villalobos, E.; Prieto, L.; and Mery, D. Image and Vision Computing. 2019
On Low-Resolution Face Recognition in the Wild: Comparisons and New Techniques. Li, P.; Prieto, L.; Mery, D.; and Flynn, P. IEEE Transactions on Information, Forensics and Security. 2019.
Student Attendance System in Crowded Classrooms using a Smartphone Camera. Mery, D.; Mackenney, I.; and Villalobos, E. IEEE Winter Conference on Applications of Computer Vision (WACV2019).
Palaeopermeability anisotropy and geometrical properties of sealed-microfractures from micro-CT analyses: An open-source implementation. Gomila, R.; Bracke, R.; Arancibia, G.; Mery, D.; Morata, D.; and Nehler, M. Micron, 2019.
Detecting and characterizing upwelling filaments in a numerical ocean model. Artal, O.; Sepúlveda, H.; Mery, D.; and Pieringer, C. Computers and Geosciences, 2019.
2018
Recognition of Faces and Facial Attributes using Accumulative Local Sparse Representations. Mery, D.; and Banerjee, S. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018).
Face Recognition in Low-Quality Images: A Survey. Li, P.; Prieto, L.; Mery, D.; and Flynn, P. arXiv, 2018.
Seed-Point Detection of Clumped Convex Objects by Short-Range Attractive Long-Range Repulsive Particle Clustering. Kapaldo, J.; Han, X.; and Mery, D. arXiv, 2018.
A fast and self-adaptive on-line learning detection system. Mukesh Prasad, Ding-Rong Zheng, Domingo Mery, Deepak Puthal, Suresh Sundaram, Chin-Teng Lin. Procedia computer science, 2018.
Computer Vision for Fault Detection in Aluminum Castings. Mery, D. Encyclopedia of Aluminum and Its Alloys, CRC Press, 2018.
2017
Method for Automatic Surface Inspection using Models-Based 3D Descriptor. Madrigal, C.; Branch, J.; Restrepo, A.; and Mery, D. Sensors, 2017.
Modeling Search Behaviors during the Acquisition of Expertise in a Sequential Decision-Making Task. Moenne-Loccoz, C.; Vergara, R.; Lopez, V.; Mery, D.; and Cosmelli, D. Frontiers in Computational Neuroscience, 2017.
Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation. Dominguez, V.; Messina, P.; Parra, D.; Mery, D.; Trattner, C.; and A., S. arXiv, 2017.
Learning Face Similarity for Re-identification from Real Surveillance Video: A Deep Metric Solution. Li, P.; Flynn, P.; Mery, D.; and Prieto, M. International Joint Conference on Biometrics (IJCB2017).
A Logarithmic X-ray Imaging Model for Baggage Inspection: Simulation and Object Detection. Mery, D.; and Katsaggelos, A. IEEE CVPR Workshop on Perception Beyond the Visible Spectrum (PBVS 2017).
Threat Objects Detection in X-ray Images Using an Active Vision Approach. Riffo, V.; Flores, S.; and Mery, D. Journal of Nondestructive Evaluation, 2017.
The impact of MEG source reconstruction method on source-space connectivity estimation: A comparison between minimum-norm solution and beamforming. Hincapie, A.; Kujala, J.; Mattout, J.; Pascarella, A.; Daligault, S.; Delpuech, C.; Mery, D.; Cosmelli, D.; and Jerbi, K. Neuroimage, 2017.
Face Recognition Using Sparse Fingerprint Classification Algorithm. Larrain, T.; Bernhard, J.; Mery, D.; and Bowyer, K. IEEE Transactions on Information, Forensics and Security, 2017.
Automatic Defect Recognition in X-ray Testing using Computer Vision. Mery, D.; and Arteta, C. IEEE Winter Conference on Applications of Computer Vision (WACV2017).
Modern Computer Vision Techniques for X-ray Testing in Baggage Inspection. Mery, D.; Svec, E.; Arias, M.; Riffo, V.; Saavedra, J.; and Banerjee, S. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017.
Object recognition in X-ray testing using an efficient search algorithm in multiple views. Mery, D.; Riffo, V.; Zuccar, I.; and Pieringer, C. Insight – Non-Destructive Testing and Condition Monitoring, 2017.
2016
Adaptive Image Segmentation Based on Histogram Transition Zone Analysis. Gonzalez-Acuña, R.; Mery, D.; and Klette, R. International Journal of Fuzzy Logic and Intelligent Systems, 2016.
Automatic Visual Inspection: An Approach with Multi-Instance Learning. Mera, C.; Orozco-Alzate, M.; Branch, J.; and Mery, D. Computers in Industry, 2016.
Object Recognition in X-ray testing Using Adaptive Sparse Representations. Mery, D.; Svec, E.; and Arias, M. Journal of Nondestructive Evaluation, 2016.
System and method for nutrition analysis using food image recognition. Ortiz, C.; and Mery, D. US Patent 9,349,297, 2016.
On accuracy estimation and comparison of results in biometric research. Mery, D.; Zhao, Y.; and Bowyer, K. IEEE International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2016).
Action Recognition in Video Using Sparse Coding and Relative Features. Alfaro, A.; Mery, D.; and Soto, A. IEEE Conference on Computer Vision and Pattern Recognition (CVPR2016).
MEG Connectivity and Power Detections with Minimum Norm Estimates Require Different Regularization Parameters. Hincapie, A.; Kujala, J.; Mattout, J.; Daligault, S.; Delpuech, C.; Mery, D.; Cosmelli, D.; and Jerbi, K. Computational intelligence and neuroscience, 2016.
Quality Evaluation and Control of French Fries. Pedreschi, F.; Mery, D.; and Manrique, T. Computer Vision Technology for Food Quality Evaluation, 2nd Edition, Elsevier, 2016.
Grading of Potatoes. Pedreschi, F.; Mery, D.; and Manrique, T. Computer Vision Technology for Food Quality Evaluation, 2nd Edition, Elsevier, 2016.
Automated detection of threat objects using Adapted Implicit Shape Model. Riffo, V.; and Mery, D. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2016.
2015
Computer Vision for X-Ray Testing. Mery, D. Springer, 2015.
GDXray: The Database of X-ray Images for Nondestructive Testing. Mery, D.; Riffo, V.; Zscherpel, U.; Mondragón, G.; Lillo, I.; Zuccar, I.; Lobel, H.; and Carrasco, M. Journal of Nondestructive Evaluation, 2015.
On accuracy estimation in face biometric problems. Mery, D.; Zhao, Y.; and Bowyer, K. Workshop on Forensics Applications of Computer Vision and Pattern Recognition, in conjunction with International Conference on Computer Vision (ICCV2015).
Blur Adaptive Sparse Representation of Random Patches for Face Recognition on Blurred Images. Heinsohn, D.; and Mery, D. Workshop on Forensics Applications of Computer Vision and Pattern Recognition, in conjunction with International Conference on Computer Vision (ICCV2015).
Object Recognition in Baggage Inspection Using Adaptive Sparse Representations of X-ray Images. Mery, D.; Svec, E.; and Arias, M. Pacific Rim Symposium on Image and Video Technology (PSIVT 2015).
Iris Segmentation using Geodesic Active Contours and GrabCut. Banerjee, S.; and Mery, D. Workshop on 2D & 3D Geometric Properties from Incomplete Data, in conjunction of the Pacific Rim Symposium on Image and Video Technology (PSIVT 2015).
Automatic facial attribute analysis via adaptive sparse representation of random patches. Mery, D.; and Bowyer, K. Pattern Recognition Letters, 2015.
Inspection of Complex Objects Using Multiple-X-Ray Views. Mery, D. IEEE/ASME Transactions on Mechatronics, 2015.
Visual Recognition to Access and Analyze People Density and Flow Patterns in Indoor Environments. Ruz, C; Pieringer, C.; Peralta, B.; Lillo, I.; Espinace, P.; Gonzalez, R; Wendt, B; Mery, D.; and Soto, A. IEEE Winter Conference on Applications of Computer Vision (WACV2015).
See Supervised Theses…