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Karelia Pena-Pena
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2020 – today
- 2024
- [j8]Nestor Porras-Diaz
, Andres Ramirez-Jaime
Transformer End-to-End Optimization of Compressive LiDARs Using Imaging Spectroscopy Side Information. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j7]Andres Ramirez-Jaime
HyperHeight LiDAR Compressive Sampling and Machine Learning Reconstruction of Forested Landscapes. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j6]Karelia Pena-Pena
Learning Hypergraphs Tensor Representations From Data via t-HGSP. IEEE Trans. Signal Inf. Process. over Networks 10: 17-31 (2024) - [c6]Lucas Taipe, Jordi Bardales, Karelia Pena-Pena, Germán Comina, Margarita Segovia:
A Hybrid Approach Incorporating Superpixels for Diabetic Foot Lesion Segmentation Using YOLOv5 and SAM. ISBI 2024: 1-4 - 2023
- [j5]Karelia Pena-Pena
t-HGSP: Hypergraph Signal Processing Using t-Product Tensor Decompositions. IEEE Trans. Signal Inf. Process. over Networks 9: 329-345 (2023) - [c5]Fuli Wang, Karelia Pena-Pena, Wei Qian, Gonzalo R. Arce:
A Unified View Between Tensor Hypergraph Neural Networks And Signal Denoising. EUSIPCO 2023: 1968-1972 - [c4]Andres Ramirez-Jaime, Karelia Pena-Pena, Gonzalo R. Arce, David J. Harding, Mark Stephen, James MacKinnon:
HyperHeight Lidar Compressive Sampling and Machine Learning Reconstruction of Forested Landscapes. IGARSS 2023: 4974-4977 - [i1]Fuli Wang, Karelia Pena-Pena, Wei Qian, Gonzalo R. Arce:
A Unified View Between Tensor Hypergraph Neural Networks And Signal Denoising. CoRR abs/2309.08385 (2023) - 2022
- [j4]Slobodan Miletic, Ivan Pokrajac
A Multigraph-Defined Distribution Function in a Simulation Model of a Communication Network. Entropy 24(9): 1294 (2022) - [j3]Karelia Pena-Pena
QRnet: fast learning-based QR code image embedding. Multim. Tools Appl. 81(8): 10653-10672 (2022) - [c3]Karelia Pena-Pena, Daniel L. Lau, Gonzalo R. Arce:
Colored-QRNet: Fast QR Code Color Image Embedding. EUSIPCO 2022: 583-587 - [c2]Karelia Pena-Pena, Gonzalo R. Arce:
HedcutDrawings: Rendering Hedcut Style Portraits. EGSR (ST) 2022: 107-115 - 2021
- [j2]Xu Ma, Shengen Zhang, Karelia Pena-Pena
Fast spectral clustering method based on graph similarity matrix completion. Signal Process. 189: 108301 (2021) - 2020
- [j1]Daniel L. Lau
Blue-Noise Sampling of Graph and Multigraph Signals: Dithering on Non-Euclidean Domains. IEEE Signal Process. Mag. 37(6): 31-42 (2020)
2010 – 2019
- 2019
- [c1]Karelia Pena-Pena
Channel Coding Optimization for Visually Pleasant QR Codes : Invited Presentation. CISS 2019: 1-4
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