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ORCIDGabriel B. Paranhos da Costa
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Journal Articles
- 2019
[j2]Moacir A. Ponti
, Gabriel B. Paranhos da Costa, Fernando Pereira dos Santos, Kaue U. Silveira:
Supervised and unsupervised relevance sampling in handcrafted and deep learning features obtained from image collections. Appl. Soft Comput. 80: 414-424 (2019)- 2016
- [j1]Moacir Ponti, Arthur A. Chaves, Fábio R. Jorge, Gabriel B. Paranhos da Costa, Adimara Bentivoglio Colturato, Kalinka Regina Lucas Jaquie Castelo Branco:
Precision Agriculture: Using Low-Cost Systems to Acquire Low-Altitude Images. IEEE Computer Graphics and Applications 36(4): 14-20 (2016)
Conference and Workshop Papers
- 2018
- [c5]Tiago Santana de Nazaré, Gabriel de Barros Paranhos da Costa, Rodrigo Fernandes de Mello, Moacir Antonelli Ponti:
Color Quantization in Transfer Learning and Noisy Scenarios: An Empirical Analysis Using Convolutional Networks. SIBGRAPI 2018: 377-383 - 2017
- [c4]Tiago S. Nazaré, Gabriel B. Paranhos da Costa, Welinton A. Contato, Moacir Ponti:
Deep Convolutional Neural Networks and Noisy Images. CIARP 2017: 416-424 - 2016
- [c3]Welinton A. Contato, Tiago S. Nazaré, Gabriel B. Paranhos da Costa, Moacir Ponti, João do E. S. Batista Neto:
Improving Non-local Video Denoising with Local Binary Patterns and Image Quantization. SIBGRAPI 2016: 241-248 - 2013
- [c2]Gabriel B. Paranhos da Costa, Moacir P. Ponti Jr.:
Green Coverage Detection on Sub-orbital Plantation Images Using Anomaly Detection. CIARP (2) 2013: 92-99 - [c1]Gabriel B. Paranhos da Costa, Moacir P. Ponti Jr., Alejandro C. Frery:
Partially Supervised Anomaly Detection Using Convex Hulls on a 2D Parameter Space. PSL 2013: 1-8
Informal and Other Publications
- 2018
- [i2]Moacir Antonelli Ponti, Gabriel B. Paranhos da Costa:
Como funciona o Deep Learning. CoRR abs/1806.07908 (2018) - 2016
- [i1]Gabriel B. Paranhos da Costa, Welinton A. Contato, Tiago S. Nazaré, João do E. S. Batista Neto, Moacir Ponti:
An empirical study on the effects of different types of noise in image classification tasks. CoRR abs/1609.02781 (2016)
Coauthor Index
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