Search Results - "Rezende, Edmar"

Exposing computer generated images by using deep convolutional neural networks by de Rezende, Edmar R.S., Ruppert, Guilherme C.S., Theóphilo, Antônio, Tokuda, Eric K., Carvalho, Tiago

“…The recent computer graphics developments have upraised the quality of the generated digital content, astonishing the most skeptical viewer. Games and movies…”
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Detecting Computer Generated Images with Deep Convolutional Neural Networks by de Rezende, Edmar R.S., Ruppert, Guilherme C.S., Carvalho, Tiago

“…Computer graphics techniques for image generation are living an era where, day after day, the quality of produced content is impressing even the more skeptical…”
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Exposing Computer Generated Images by Eye's Region Classification via Transfer Learning of VGG19 CNN by Carvalho, Tiago, de Rezende, Edmar R. S., Alves, Matheus T. P., Balieiro, Fernanda K. C., Sovat, Ricardo B.

“…The advance of computer graphics techniques comes revolutionizing games and movie's industries. Creating very realistic characters totally from computer…”
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Parkinson Disease Identification Using Residual Networks and Optimum-Path Forest by Passos, Leandro A., Pereira, Clayton R., Rezende, Edmar R. S., Carvalho, Tiago J., Weber, Silke A.T., Hook, Christian, Papa, Joao P.

“…Known as one of the most significant neurodegenerative diseases of the central nervous system, Parkinson's disease (PD) has a combination of several symptoms,…”
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Exudate detection in fundus images using deeply-learnable features by Khojasteh, Parham, Passos Júnior, Leandro Aparecido, Carvalho, Tiago, Rezende, Edmar, Aliahmad, Behzad, Papa, João Paulo, Kumar, Dinesh Kant

“…Presence of exudates on a retina is an early sign of diabetic retinopathy, and automatic detection of these can improve the diagnosis of the disease…”
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Image Splicing Detection Through Illumination Inconsistencies and Deep Learning by Pomari, Thales, Ruppert, Guillherme, Rezende, Edmar, Rocha, Anderson, Carvalho, Tiago

“…Fake news and deep fakes have been making social and mainstream media headlines. At the same time, engaged scientists strive for finding ways to detect…”
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Deep Feature-Based Classifiers for Fruit Fly Identification (Diptera: Tephritidae) by Leonardo, Matheus Macedo, Carvalho, Tiago J., Rezende, Edmar, Zucchi, Roberto, Faria, Fabio Augusto

“…Fruit flies has a big biological and economic importance for the farming of different tropical and subtropical countries in the World. Specifically in Brazil,…”
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Malicious Software Classification Using Transfer Learning of ResNet-50 Deep Neural Network by Rezende, Edmar, Ruppert, Guilherme, Carvalho, Tiago, Ramos, Fabio, de Geus, Paulo

“…Malicious software (malware) has been extensively used for illegal activity and new malware variants are discovered at an alarmingly high rate. The ability to…”
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Exposing Computer Generated Images by Using Deep Convolutional Neural Networks by de Rezende, Edmar R. S, Ruppert, Guilherme C. S, Theophilo, Antonio, Carvalho, Tiago

“…The recent computer graphics developments have upraised the quality of the generated digital content, astonishing the most skeptical viewer. Games and movies…”
Get full text