Gabriel B. Paranhos da Costa

According to our database, Gabriel B. Paranhos da Costa authored at least 9 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Supervised and unsupervised relevance sampling in handcrafted and deep learning features obtained from image collections.

Moacir A. Ponti, Gabriel B. Paranhos da Costa, Fernando Pereira dos Santos, Kaue U. Silveira

Appl. Soft Comput., 2019

2018

Como funciona o Deep Learning.

Moacir Antonelli Ponti, Gabriel B. Paranhos da Costa

CoRR, 2018

Color Quantization in Transfer Learning and Noisy Scenarios: An Empirical Analysis Using Convolutional Networks.

Tiago Santana de Nazaré, Gabriel de Barros Paranhos da Costa, Rodrigo Fernandes de Mello, Moacir Antonelli Ponti

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

2017

Deep Convolutional Neural Networks and Noisy Images.

Tiago S. Nazaré, Gabriel B. Paranhos da Costa, Welinton A. Contato, Moacir Ponti

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

An empirical study on the effects of different types of noise in image classification tasks.

Gabriel B. Paranhos da Costa, Welinton A. Contato, Tiago S. Nazaré, João do E. S. Batista Neto, Moacir Ponti

CoRR, 2016

Precision Agriculture: Using Low-Cost Systems to Acquire Low-Altitude Images.

Moacir Ponti, Arthur A. Chaves, Fábio R. Jorge, Gabriel B. Paranhos da Costa, Adimara Bentivoglio Colturato, Kalinka Regina Lucas Jaquie Castelo Branco

IEEE Computer Graphics and Applications, 2016

Improving Non-local Video Denoising with Local Binary Patterns and Image Quantization.

Welinton A. Contato, Tiago S. Nazaré, Gabriel B. Paranhos da Costa, Moacir Ponti, João do E. S. Batista Neto

Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

2013

Partially Supervised Anomaly Detection Using Convex Hulls on a 2D Parameter Space.

Gabriel B. Paranhos da Costa, Moacir P. Ponti Jr., Alejandro C. Frery

Proceedings of the Partially Supervised Learning - Second IAPR International Workshop, 2013

Green Coverage Detection on Sub-orbital Plantation Images Using Anomaly Detection.

Gabriel B. Paranhos da Costa, Moacir P. Ponti Jr.

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013