• Suche: "Sparse coding"

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1

Convolutive Sparse Decomposition in Inverse Problems: A Sensor Space Approach
Malagnoux, Jean-Baptiste ; Kowalski, Matthieu ; TAckling the Underspecified (TAU) ; et al.
SampTA 2025 - International Conference on Sampling Theory and Applications, Jul 2025, Vienne, Austria. ⟨10.1109/SampTA64769.2025.11133530⟩

Vienne, Austria low rank decomposition convolutive sparse codin... inverse problem [INFO.INFO-TS]Computer S... Signal and Image Process...
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2

From Convolutional Sparse Coding To *-NMF Factorization of Time-Frequency Coefficients
Malagnoux, Jean-Baptiste ; Kowalski, Matthieu ; TAckling the Underspecified (TAU) ; et al.
ICASSP 2024 - IEEE International Conference on Acoustics. :5530-5534

Séoul, South Korea Convolutional Sparse Cod... Convolutional Dictionary... Time-Frequency synthesis Non-negative Matrix Fact... [INFO.INFO-TS]Computer S... …
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3

Graph Representation and Feature Selection using Sparse Coding and Dictionary Learning. Application to clustering in Cybersecurity
GABAIN pour les graphes de données et la sélection de variables. Application au clustering en cybersécurité
Pilastre, Barbara ; Bitard-Feildel, Tristan ; Télécommunications Spatiales et Aéronautiques - Telecommunications for Space ant Aeronautics (TéSA) ; et al.
Conference on Artificial Intelligence for Defense, AMIAD, Nov 2024, Rennes, France

Rennes, France Similarity Graph Leaning Sparse Coding Dictionary Learning Clustering Explainability …
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4

Marginal MAP estimation of a Bernoulli-Gaussian signal: continuous relaxation approach
Barbault, Pierre ; Kowalski, Matthieu ; Soussen, Charles ; et al.
EUSIPCO 2023 - the 31st European Signal Processing Conference. :1833-1837

Helsinki, Finland Sparse coding Inverse problem Bernoulli-Gaussian model Marginal-MAP Joint-MAP …
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5

3D UNet-based abdominal organ automatic segmentation model using image denoising and point cloud fusion
Jiancheng Xue ; Qingchao Meng ; Bing Hu ; et al.
Alexandria Engineering Journal, Vol 128, Iss, Pp 117-126 (2025)

LKSVD denoising Sparse coding Dual attention mechanism RGB-D Medical image segmentati... TA1-2040 …
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6

Sparse Coding Techniques for Adjustable Lossy Compression of Baseband Signals in Centralized and Virtualized Communication Systems
Piana, Thibault ; Aissa El Bey, Abdeldjalil ; Arzel, Matthieu ; et al.
EUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. ⟨10.23919/EUSIPCO63174.2024.10715064⟩

Lyon, France learning sparse coding lossy compression entropy coding C-RAN …
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7

System noise removal for area-array satellite image considering self-constraint and graph regularized row sparse coding
Tianzhen Wan ; Jun Pan ; Mi Wang
Geo-spatial Information Science, Pp 1-18 (2025)

QB275-343 cloud region mask System noise removal graph regularized row sp... Mathematical geography.... GA1-1776 …
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8

Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain Interventions
Huang, Yawen ; Huang, Huimin ; Zheng, Hao ; et al.
International Journal of Computer Vision. 133(7):4727-4748

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9

Processing neural signal with spiking neural networks optimized for neuromorphic hardware
Traitement de signaux neuronaux à base de réseaux de neurones à décharges optimisés pour accélérateurs neuromorphiques
Melot, Alexis ; Laboratoire Nanotechnologies et Nanosystèmes [Sherbrooke] (LN2) ; Université de Sherbrooke = University of Sherbrooke [Sherbrooke] (UdeS)-École Centrale de Lyon (ECL) ; et al.
Physique [physics]. Université de Lille; Université de Sherbrooke (Québec, Canada), 2025. Français. ⟨NNT : 2025ULILS105⟩

Spiking Neural Network Spike Sorting Brain-Machine Interface Electrophysiology Neuromorphic Hardware Sparse Coding …
Dissertation
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10

Neuronal allocation and sparse coding of episodic memories in the human hippocampus
Tallman, Catherine W. ; Steinmetz, Peter N. ; Wixted, John T.
Scientific Reports. 15(1)

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11

Sparse coding-based multiframe superresolution for efficient synchrotron radiation microspectroscopy
Igarashi, Yasuhiko ; Nagamura, Naoka ; Sekine, Masahiro ; et al.
Discover Nano. 20(1)

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12

Enhancing breast cancer classification using a deep sparse wavelet autoencoder approach
Alzakari, Sarah A. ; Hassairi, Salima ; Hussan, Amel Ali Al. ; et al.
Scientific Reports. 15(1)

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13

A multi-stage auditory model for binaural sound localization using the locally competitive algorithm
Ware, Evelyn E. ; Roberts, Michael T. ; Flynn, Michael P.
Scientific Reports. 15(1)

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14

Multi Attention Convolutional Sparse Coding U-Net for Enhanced Land-Use and Land-Cover Segmentation Using Hyperspectral Images
Yele, Vijaykumar P. ; Badhe, Namdeo Baban ; Alegavi, Sujata ; et al.
Sensing and Imaging. 26(1)

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15

Formation of cognitive maps in large-scale environments by sensorimotor integration
Zhao, Dongye ; Si, Bailu
Cognitive Neurodynamics. 19(1)

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16

A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration
Bodrito, Théo ; Zouaoui, Alexandre ; Chanussot, Jocelyn ; et al.
NeurIPS 2021 – 35th Annual Conference on Neural Information Processing Systems. :5430-5442

Sydney, Australia deep learning Hyperspectral denoising sparse coding [INFO.INFO-TS]Computer S... Signal and Image Process... …
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17

Dictionary Learning with Statistical Sparsity in the Presence of Noise
Aziznejad, Shayan ; Soubies, Emmanuel ; Unser, Michael ; et al.
28th European Signal Processing Conference - EUSIPCO 2020. :2026-2029

Amsterdam, Netherlands empirical characteristic... stable distribution sparse representation sparse coding Dictionary learning …
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18

Cross-subject motor imagery classification via transfer Riemannian space-based sparse coding
International Journal of Intelligent Computing and Cybernetics, 2025, Vol. 18, Issue 3, pp. 537-562.

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19

Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration
Lecouat, Bruno ; Ponce, Jean ; Mairal, Julien ; et al.
ECCV 2020 - European Conference on Computer Vision. :238-254

Glasgow / Virtual, Unite... Structured sparsity Image processing Sparse coding [INFO.INFO-CV]Computer S... Computer Vision and Patt...
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20

Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation
Parsa, Javad ; Sadeghi, Mostafa ; Babaie-Zadeh, Massoud ; et al.
ICASSP 2020 - IEEE International Conference on Acoustics. :3417-3421

Barcelone (virtual), Spa... dictionary learning mutual coherence sparse coding Compressed sensing average coherence …
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