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Tiago Carvalho, Ph.D.
Tytuł
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Exposing digital image forgeries by illumination color classification
TJ De Carvalho, C Riess, E Angelopoulou, H Pedrini, ...
IEEE Transactions on Information Forensics and Security 8 (7), 1182-1194, 2013
3042013
Malicious software classification using transfer learning of resnet-50 deep neural network
E Rezende, G Ruppert, T Carvalho, F Ramos, P De Geus
2017 16th IEEE International Conference on Machine Learning and Applications …, 2017
2072017
Going deeper into copy-move forgery detection: Exploring image telltales via multi-scale analysis and voting processes
E Silva, T Carvalho, A Ferreira, A Rocha
Journal of Visual Communication and Image Representation 29, 16-32, 2015
2022015
Points of interest and visual dictionaries for automatic retinal lesion detection
A Rocha, T Carvalho, HF Jelinek, S Goldenstein, J Wainer
IEEE transactions on biomedical engineering 59 (8), 2244-2253, 2012
1602012
Malicious software classification using VGG16 deep neural network’s bottleneck features
E Rezende, G Ruppert, T Carvalho, A Theophilo, F Ramos, P Geus
Information Technology-New Generations: 15th International Conference on …, 2018
1262018
Exudate detection in fundus images using deeply-learnable features
P Khojasteh, LAP Júnior, T Carvalho, E Rezende, B Aliahmad, JP Papa, ...
Computers in biology and medicine 104, 62-69, 2019
1142019
Illuminant-based transformed spaces for image forensics
T Carvalho, FA Faria, H Pedrini, RS Torres, A Rocha
IEEE transactions on information forensics and security 11 (4), 720-733, 2015
932015
Exposing computer generated images by eye’s region classification via transfer learning of VGG19 CNN
T Carvalho, ERS De Rezende, MTP Alves, FKC Balieiro, RB Sovat
2017 16th IEEE international conference on machine learning and applications …, 2017
782017
Image splicing detection through illumination inconsistencies and deep learning
T Pomari, G Ruppert, E Rezende, A Rocha, T Carvalho
2018 25th IEEE International Conference on Image Processing (ICIP), 3788-3792, 2018
612018
Humans are easily fooled by digital images
V Schetinger, MM Oliveira, R da Silva, TJ Carvalho
Computers & Graphics 68, 142-151, 2017
612017
Exposing photo manipulation from user-guided 3d lighting analysis
T Carvalho, H Farid, ER Kee
Media Watermarking, Security, and Forensics 2015 9409, 940902, 2015
462015
Machine learning and pattern classification in identification of indigenous retinal pathology
HF Jelinek, A Rocha, T Carvalho, S Goldenstein, J Wainer
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
422011
Deep feature-based classifiers for fruit fly identification (Diptera: Tephritidae)
MM Leonardo, TJ Carvalho, E Rezende, R Zucchi, FA Faria
2018 31st SIBGRAPI conference on graphics, patterns and images (SIBGRAPI), 41-47, 2018
402018
Eye specular highlights telltales for digital forensics: A machine learning approach
P Saboia, T Carvalho, A Rocha
2011 18th IEEE International Conference on Image Processing, 1937-1940, 2011
402011
Exposing computer generated images by using deep convolutional neural networks
ERS De Rezende, GCS Ruppert, A Theophilo, EK Tokuda, T Carvalho
Signal Processing: Image Communication 66, 113-126, 2018
382018
Detecting computer generated images with deep convolutional neural networks
ERS De Rezende, GCS Ruppert, T Carvalho
2017 30th SIBGRAPI conference on graphics, patterns and images (SIBGRAPI), 71-78, 2017
322017
Parkinson disease identification using residual networks and optimum-path forest
LA Passos, CR Pereira, ERS Rezende, TJ Carvalho, SAT Weber, C Hook, ...
2018 IEEE 12th International Symposium on Applied Computational Intelligence …, 2018
292018
An RS-GIS-based comprehensiveimpact assessment of floods—a case study in Madeira river, Western Brazilian Amazon
LBL Santos, T Carvalho, LO Anderson, CM Rudorff, V Marchezini, ...
IEEE Geoscience and Remote Sensing Letters 14 (9), 1614-1617, 2017
252017
Leveraging shape, reflectance and albedo from shading for face presentation attack detection
A Pinto, S Goldenstein, A Ferreira, T Carvalho, H Pedrini, A Rocha
IEEE Transactions on Information Forensics and Security 15, 3347-3358, 2020
232020
About interfaces between machine learning, complex networks, survivability analysis, and disaster risk reduction
LBL Santos, LR Londe, TJ de Carvalho, D S Menasché, ...
Towards mathematics, computers and environment: a disasters perspective, 185-215, 2019
142019
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