Giovanni Chierchia
Orcid: 0000-0001-5899-689X
According to our database1,
Giovanni Chierchia
authored at least 58 papers
between 2010 and 2024.
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Bibliography
2024
DeConFCluster: Deep Convolutional Transform Learning based multiview clustering fusion framework.
Signal Process., 2024
Clustering Dynamics for Improved Speed Prediction Deriving from Topographical GPS Registrations.
CoRR, 2024
Proceedings of the Discrete Geometry and Mathematical Morphology, 2024
Learning Representations on the Unit Sphere: Investigating Angular Gaussian and Von Mises-Fisher Distributions for Online Continual Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
DeConDFFuse : Predicting drug-drug interaction using joint deep convolutional transform learning and decision forest fusion framework.
Expert Syst. Appl., October, 2023
CoRR, 2023
Learning Representations on the Unit Sphere: Application to Online Continual Learning.
CoRR, 2023
SWMLP: Shared Weight Multilayer Perceptron for Car Trajectory Speed Prediction using Road Topographical Features.
Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems, 2023
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
2022
IEEE Trans. Signal Inf. Process. over Networks, 2022
ACM Trans. Knowl. Discov. Data, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
SuperDeConFuse: A supervised deep convolutional transform based fusion framework for financial trading systems.
Expert Syst. Appl., 2021
Adv. Intell. Syst., 2021
Object Detection With Component-Graphs in Multi-Band Images: Application to Source Detection in Astronomical Images.
IEEE Access, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
IEEE Trans. Signal Inf. Process. over Networks, 2020
EURASIP J. Adv. Signal Process., 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis.
Proceedings of the 28th European Signal Processing Conference, 2020
2019
A random block-coordinate Douglas-Rachford splitting method with low computational complexity for binary logistic regression.
Comput. Optim. Appl., 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Stochastic Gradient Descent for Spectral Embedding with Implicit Orthogonality Constraint.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
IEEE Trans. Inf. Theory, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
2017
IEEE Trans. Image Process., 2017
Multitemporal SAR Image Despeckling Based on Block-Matching and Collaborative Filtering.
IEEE Trans. Geosci. Remote. Sens., 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Epigraphical projection and proximal tools for solving constrained convex optimization problems.
Signal Image Video Process., 2015
2014
A Nonlocal Structure Tensor-Based Approach for Multicomponent Image Recovery Problems.
IEEE Trans. Image Process., 2014
IEEE Trans. Inf. Forensics Secur., 2014
A Non-Local Structure Tensor Based Approach for Multicomponent Image Recovery Problems.
CoRR, 2014
A convex-optimization framework for frame-level optimal rate allocation in predictive video coding.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Improved tone mapping operator for HDR coding optimizing the distortion/spatial complexity trade-off.
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013
An epigraphical convex optimization approach for multicomponent image restoration using non-local structure tensor.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Epigraphical Projection and Proximal Tools for Solving Constrained Convex Optimization Problems: Part I
CoRR, 2012
Parallel implementations of a disparity estimation algorithm based on a Proximal splitting method.
Proceedings of the 2012 Visual Communications and Image Processing, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Non-Local smoothness constraints for disparity estimation in a variational framework.
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Proceedings of the 17th International Conference on Digital Signal Processing, 2011
2010
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010