Matias Valdenegro-Toro
Title
Cited by
Cited by
Year
Real-time Convolutional Neural Networks for Emotion and Gender Classification
O Arriaga, M Valdenegro-Toro, P Plöger
arXiv preprint arXiv:1710.07557, 2017
1082017
Objectness Scoring and Detection Proposals in Forward-Looking Sonar Images with Convolutional Neural Networks
M Valdenegro-Toro
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 209-219, 2016
132016
Object recognition in forward-looking sonar images with Convolutional Neural Networks
M Valdenegro-Toro
OCEANS 2016 MTS/IEEE Monterey, 1-6, 2016
132016
End-to-end object detection and recognition in forward-looking sonar images with convolutional neural networks
M Valdenegro-Toro
2016 IEEE/OES Autonomous Underwater Vehicles (AUV), 144-150, 2016
122016
Submerged marine debris detection with autonomous underwater vehicles
M Valdenegro-Toro
2016 International Conference on Robotics and Automation for Humanitarian …, 2016
112016
Improving sonar image patch matching via deep learning
M Valdenegro-Toro
2017 European Conference on Mobile Robots (ECMR), 1-6, 2017
92017
Object classification with convolution neural network based on the time-frequency representation of their echo
M Dmitrieva, M Valdenegro-Toro, K Brown, G Heald, D Lane
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
82017
Best Practices in Convolutional Networks for Forward-Looking Sonar Image Recognition
M Valdenegro-Toro
arXiv preprint arXiv:1709.02601, 2017
62017
Real-time convolutional networks for sonar image classification in low-power embedded systems
M Valdenegro-Toro
arXiv preprint arXiv:1709.02153, 2017
62017
Future Computer Vision Algorithms for Traffic Sign Recognition Systems
S Eickeler, M Valdenegro, T Werner, M Kieninger
Advanced Microsystems for Automotive Applications 2015, 69-77, 2016
52016
Modeling and Soft-fault Diagnosis of Underwater Thrusters with Recurrent Neural Networks
S Nascimento, M Valdenegro-Toro
IFAC-PapersOnLine 51 (29), 80-85, 2018
42018
Histograms of Stroke Widths for Multi-script Text Detection and Verification in Road Scenes
M Valdenegro-Toro, P Plöger, S Eickeler, I Konya
IFAC-PapersOnLine 49 (15), 100-107, 2016
32016
Deep Sub-Ensembles for Fast Uncertainty Estimation in Image Classification
M Valdenegro-Toro
arXiv preprint arXiv:1910.08168, 2019
22019
Improving predictive uncertainty estimation using Dropout–Hamiltonian Monte Carlo
S Hernández, D Vergara, M Valdenegro-Toro, F Jorquera
Soft Computing 24 (6), 4307-4322, 2020
12020
Learning Objectness from Sonar Images for Class-Independent Object Detection
M Valdenegro-Toro
2019 European Conference on Mobile Robots (ECMR), 1-6, 2019
12019
Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition
N Soufi, M Valdenegro-Toro
arXiv preprint arXiv:1907.12902, 2019
12019
Deep Neural Networks for Marine Debris Detection in Sonar Images
M Valdenegro-Toro
arXiv preprint arXiv:1905.05241, 2019
12019
Optimization of convolutional neural network hyperparameters for automatic classification of adult mosquitoes
D Motta, AÁB Santos, BAS Machado, OGV Ribeiro-Filho, LOA Camargo, ...
PLOS ONE 15 (7), e0234959, 2020
2020
Evaluating Uncertainty Estimation Methods on 3D Semantic Segmentation of Point Clouds
S Bhandary K, N Hochgeschwender, P Plöger, F Kirchner, ...
arXiv preprint arXiv:2007.01787, 2020
2020
A Comparison of Stochastic Gradient MCMC using Multi-Core and GPU Architectures
S Hernández, J Valdés, M Valdenegro
2020 Congreso Estudiantil de Electrónica y Electricidad (INGELECTRA), 1-5, 2020
2020
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