Oge Marques

Education

• PhD (2001) Computer Engineering, Florida Atlantic University
• MA (1989) Electrical Engineering, Philips International Institute/Eindhoven University of Technology
• BS (1987) Electrical Engineering, Centrol Federal de Educacao Tecnologica do Parana (CEFET-PR) - (Now: Universidade Tecnologica Federal do Parana - UTFPR)

Intellectual Contributions

• Garbin, C.; Zhu, X.; Marques, Oge. (2020). Dropout vs. Batch Normalization: An Empiricial Study of Their Impact to Deep Learning, Multimedia Tools and Applications, 79, 12777-12815
• Stojanovic, B.; Marques, Oge; Neskovic, A.. (2019). Segmentation and separation of overlapped latent fingerprints: algorithms, techniques, and datasets, Springer
• Stojanovic, B.; Marques, Oge; Neskovic, A.. (2018). Deep learning-based approach to latent overlapped fingerprints mask segmentation, IET Image Processing Journal, 12(11), 1934-1942
• Taschwer, M.; Sa, P.K.; Marques, Oge; Majhi, B.; Bakshi, S.. (2017). Iris Recognition with Tunable Filter Bank Based Feature, Multimedia Tools and Applications, DOI: 10.1007/s11042-017-4668-z
• Burdick, J.; Marques, Oge; Weinthal, J.; Furht, B.. (2017). Rethinking Skin Lesion Segmentation in a Convolutional Classifier, Journal of Digital Imaging, DOI: 10.1007/s10278-017-0026-y
• Stojanovic, B.; Marques, Oge; Neskovic, A.. (2017). Latent overlapped fingerprint separation: A review, Multimedia Tools and Applications, 76(15), pp. 16263–16290; DOI: 10.1007/s11042-016-3908-y
• Stojanovic, B.; Neskovic, A.; Marques, Oge. (2017). A novel neural network based approach to latent overlapped fingerprints separation, Multimedia Tools and Applications, 76(10), pp 12775–12799; DOI: 10.1007/s11042-016-3696-4
• Lagger, C.; Lux, M.; Marques, Oge. (2017). What Makes People Watch Online Videos: An Exploratory Study, ACM Transactions on Computers in Entertainment, 15(2), Article 6; https://doi.org/10.1145/3034706
• Carlier, A.; Salvador, A.; Giro-i-Nieto, X.; Charvillat, V.; Marques, Oge. (2016). Assessment of Crowdsourcing and Gamification Loss in User-Assisted Object Segmentation, Multimedia Tools and Applications, 75(23), pp 15901–15928; DOI: 10.1007/s11042-015-2897-6
• Taschwer, M.; Marques, Oge. (2016). Automatic Separation of Compound Figures in Scientific Articles, Multimedia Tools and Applications, DOI: 10.1007/s11042-016-4237-x
• Marques, Oge. (2016). Innovative Technologies in Everyday Life, Springer
• Gibson, J.; Marques, Oge. (2016). Optical Flow and Trajectory Estimation Methods, Springer
• Gibson, J.; Marques, Oge. (2016). Sparsity in Optical Flow and Trajectories, Signal, Image and Video Processing, 10(3), 487-494
• Marques, Oge; Colic, A.; Furht, B.. (2014). Driver Drowsiness Detection Systems and Solutions, Springer
• Chatzichristofls, S.; Bampis, L.; Marques, Oge; Lux, M.; Boutalis, Y.. (2014). Image Encryption using the Recurives Attributes of the eXclusive-OR Filter on Cellular Automata, Journal of Cellular Automata, 9(2-3), 125-137
• Marques, Oge. (2013). Practical Image and Video Processing Using MATLAB (in Chinese), Practical Image and Video Processing Using MATLAB (in Chinese), Tsinghua University Press / John Wiley & Sons
• Lux, M.; Marques, Oge. (2013). Visual Information Retrieval using Java and LIRE, Morgan & Claypool, 112 pages
• Chatzichristofls, S.; Iakovidou, C.; Boutalis, Y.; Marques, Oge. (2013). Co.Vl.Wo.: Color Visual Words Based on Nonpredefined Size Codebooks, IEEE Transactions on Systems, Man, and Cybernetics, Part B, Cybernetics, 43(1), 192-205
• Marcus, A.; Marques, Oge. (2012). An Eye on Visual Sensor Networks, IEEE Potentials, 31(2), 38-43
• Marques, Oge. (2011). Image Processing and Computer Vision for iPhone and iPad, Curitiba
• Marques, Oge. (2011). Practical Image and Video Processing Using MATLAB, Wiley-IEEE Press, Hoboken, New Jersey(1st Edition)
• Marques, Oge; Barenholtz, E.; Charviillat, V.. (2010). Context Modeling in Computer Vision: Techniques, Implications, and Applications, Multimedia Tools and Applications, DOI: 10.1007/s11042-010-0631-7
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