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Tiago Carvalho, Ph.D.
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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
3652013
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
2932017
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
2422015
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
1732012
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
1642018
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
1402019
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
1192017
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
1082015
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
822018
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
792018
Humans are easily fooled by digital images
V Schetinger, MM Oliveira, R da Silva, TJ Carvalho
Computers & Graphics 68, 142-151, 2017
742017
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
662018
Exposing photo manipulation from user-guided 3d lighting analysis
T Carvalho, H Farid, ER Kee
Media Watermarking, Security, and Forensics 2015 9409, 940902, 2015
512015
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
462011
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
432011
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
402018
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
362020
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
272017
Counteracting the contemporaneous proliferation of digital forgeries and fake news
A Ferreira, T Carvalho, F Andalo, A Rocha
Anais da Academia Brasileira de Ciências 91, 2019
162019
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
152019
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Articles 1–20