Jayme G. A. Barbedo

Orcid: 0000-0002-1156-8270

Affiliations:
  • Embrapa Agricultural Informatics Campinas, Brazil


According to our database1, Jayme G. A. Barbedo authored at least 25 papers between 2002 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
Proposal for a framework to manage the barriers that hinder the development of agriculture 4.0 in the agricultural production chain.
Comput. Electron. Agric., November, 2023

A review on the combination of deep learning techniques with proximal hyperspectral images in agriculture.
Comput. Electron. Agric., July, 2023

Using Brainwave Patterns Recorded from Plant Pathology Experts to Increase the Reliability of AI-Based Plant Disease Recognition System.
Sensors, 2023

2022
Data Fusion in Agriculture: Resolving Ambiguities and Closing Data Gaps.
Sensors, 2022

2021
An Information Retrieval System Based on Multiple Portlets: Communication Between Its Components.
Int. J. Web Portals, 2021

2020
Counting Cattle in UAV Images - Dealing with Clustered Animals and Animal/Background Contrast Changes.
Sensors, 2020

2019
A Study on the Detection of Cattle in UAV Images Using Deep Learning.
Sensors, 2019

Detection of nutrition deficiencies in plants using proximal images and machine learning: A review.
Comput. Electron. Agric., 2019

2018
Impact of dataset size and variety on the effectiveness of deep learning and transfer learning for plant disease classification.
Comput. Electron. Agric., 2018

2014
3D Plant Modeling: Localization, Mapping and Segmentation for Plant Phenotyping Using a Single Hand-held Camera.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
Survey on automatic transcription of music - Historical overview of techniques.
J. Braz. Comput. Soc., 2013

Unsupervised training of detection threshold for polyphonic musical note tracking based on event periodicity.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Method for Automatic Counting Root Nodules Using Digital Images.
Proceedings of the 12th International Conference on Computational Science and Its Applications, 2012

Counting Clustered Soybean Seeds.
Proceedings of the 12th International Conference on Computational Science and Its Applications, 2012

Method for Counting Microorganisms and Colonies in Microscopic Images.
Proceedings of the 12th International Conference on Computational Science and Its Applications, 2012

2011
Musical Instrument Classification Using Individual Partials.
IEEE Trans. Speech Audio Process., 2011

Improving a Multiple Pitch Estimation Method With AR Models.
Proceedings of the AES International Conference Semantic Audio 2011, 2011

2010
Correlation-Based Amplitude Estimation of Coincident Partials in Monaural Musical Signals.
EURASIP J. Audio Speech Music. Process., 2010

Instrument identification in polyphonic music signals based on individual partials.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Empirical Methods to Determine the Number of Sources in Single-Channel Musical Signals.
IEEE Trans. Speech Audio Process., 2009

2007
On the Vectorization of FIR Filterbanks.
EURASIP J. Adv. Signal Process., 2007

Automatic Genre Classification of Musical Signals.
EURASIP J. Adv. Signal Process., 2007

High Time-Resolution Estimation of Multiple Fundamental Frequencies.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

2005
Fourier-Lapped Multilayer Perceptron Method for Speech Quality Assessment.
EURASIP J. Adv. Signal Process., 2005

2002
Application of Kohonen self-organizing maps to improve the performance of objective methods for speech quality assessment.
Proceedings of the 11th European Signal Processing Conference, 2002


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