2024
Pixel Embedding: Fully Quantized Convolutional Neural Network with Differentiable Lookup Table.
CoRR, 2024
2021
MLF-SC: Incorporating multi-layer features to sparse coding for anomaly detection.
CoRR, 2021
2020
Are armband sEMG devices dense enough for long-term use? - Sensor placement shifts cause significant reduction in recognition accuracy.
Biomed. Signal Process. Control., 2020
Multi-Sensor Integration for Key-Frame Extraction From First-Person Videos.
IEEE Access, 2020
Evaluation of neural networks with data quantization in low power consumption devices.
Proceedings of the 11th IEEE Latin American Symposium on Circuits & Systems, 2020
Designing Lightweight Feature Descriptor Networks with Depthwise Separable Convolution.
Proceedings of the Advances in Artificial Intelligence, 2020
Gated Extra Memory Recurrent Unit for Learning Video Representations.
Proceedings of the Advances in Artificial Intelligence, 2020
2019
Corrigendum to "Multi-scale dictionary learning for ocular artifact reduction from single-channel electroencephalograms" [Neurocomputing 347 (2019) 240-250].
Neurocomputing, 2019
Multi-scale dictionary learning for ocular artifact reduction from single-channel electroencephalograms.
Neurocomputing, 2019
An $\ell_{1/2}$ -Norm Regularizer-Based Sparse Coding Framework for Gaze Prediction in First-Person Videos.
IEEE Access, 2019
Residual-Network-Based Supervised Gaze Prediction for First-Person Videos.
IEEE Access, 2019
Reducing the Number of Multiplications in Convolutional Recurrent Neural Networks (ConvRNNs).
Proceedings of the Advances in Artificial Intelligence, 2019
2018
Automated Attitude Determination for Pushbroom Sensors Based on Robust Image Matching.
Remote. Sens., 2018
DC programming for solving a sparse modeling problem of video key frame extraction.
Digit. Signal Process., 2018
Node Centralities and Classification Performance for Characterizing Node Embedding Algorithms.
CoRR, 2018
Analysis Sparse Representation for Nonnegative Signals Based on Determinant Measure by DC Programming.
Complex., 2018
A No-Reference Metric of Cerebral Blood Flow Extraction for fNIRS Data.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Answering Mixed Type Questions about Daily Living Episodes.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Assessing the effect of transfer learning on myoelectric control systems with three electrode positions.
Proceedings of the IEEE International Conference on Industrial Technology, 2018
Analyzing Centralities of Embedded Nodes.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
A Sparse Coding Framework for Gaze Prediction in Egocentric Video.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
A Comparative Study of Features and Classifiers in Single-Channel EEG-Based Motor Imagery BCI.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Semi-simulation Experiments for Quantifying the Performance of SSVEP-based BCI after Reducing Artifacts from Trapezius Muscles.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Transfer Learning Over Time and Position in Wearable Myoelectric Control Systems.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Imputing Missing Values in EEG with Multivariate Autoregressive Models.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A Simple Method to Remove Reviews against Guideline for Online Review Services.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Supervised saliency maps for first-person videos based on sparse coding.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
2017
Group Sparsity Tensor Factorization for Re-Identification of Open Mobility Traces.
IEEE Trans. Inf. Forensics Secur., 2017
Satellite Attitude Determination and Map Projection Based on Robust Image Matching.
Remote. Sens., 2017
Neural Sequence Model Training via $α$-divergence Minimization.
CoRR, 2017
Reconstructable and Interpretable Representations for Time Series with Time-Skip Sparse Dictionary Learning.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017
Key Frame Extraction from Video Based on Determinant-Type of Sparse Measure and DC Programming.
Proceedings of the 11th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2017
Turning a two-dimensional image sensor to an attitude sensor: Image matching for determining satellite attitudes.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Key frame extraction from first-person video with multi-sensor integration.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Extracting key frames from first-person videos in the common space of multiple sensors.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
Modeling the Propensity Score with Statistical Learning.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
2015
Learning a common dictionary for subject-transfer decoding with resting calibration.
NeuroImage, 2015
Group Sparsity Tensor Factorization for De-anonymization of Mobility Traces.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
Automatic Categorization of Health Indices for Risk Quantification.
Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015
2014
Decoding spatial attention by using cortical currents estimated from electroencephalography with near-infrared spectroscopy prior information.
NeuroImage, 2014
2013
A waypoint-based framework in brain-controlled smart home environments: Brain interfaces, domotics, and robotics integration.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
2012
A State-Space Modeling Approach for Localization of Focal Current Sources From MEG.
IEEE Trans. Biomed. Eng., 2012
2010
Sparse Bayesian Learning of Filters for Efficient Image Expansion.
IEEE Trans. Image Process., 2010
Bayesian image superresolution and hidden variable modeling.
J. Syst. Sci. Complex., 2010
Bayesian X-ray computed tomography using material class knowledge.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Superresolution with compound Markov random fields via the variational EM algorithm.
Neural Networks, 2009
Superresolution from Occluded Scenes.
Proceedings of the Neural Information Processing, 16th International Conference, 2009
Learning color image expansion filters.
Proceedings of the International Conference on Image Processing, 2009
2007
Edge-Preserving Bayesian Image Superresolution Based on Compound Markov Random Fields.
Proceedings of the Artificial Neural Networks, 2007