Mercedes E. Paoletti

6.1k total citations · 5 hit papers
98 papers, 4.8k citations indexed

About

Mercedes E. Paoletti is a scholar working on Media Technology, Computer Vision and Pattern Recognition and Atmospheric Science. According to data from OpenAlex, Mercedes E. Paoletti has authored 98 papers receiving a total of 4.8k indexed citations (citations by other indexed papers that have themselves been cited), including 80 papers in Media Technology, 53 papers in Computer Vision and Pattern Recognition and 33 papers in Atmospheric Science. Recurrent topics in Mercedes E. Paoletti's work include Remote-Sensing Image Classification (76 papers), Remote Sensing and Land Use (33 papers) and Advanced Image Fusion Techniques (24 papers). Mercedes E. Paoletti is often cited by papers focused on Remote-Sensing Image Classification (76 papers), Remote Sensing and Land Use (33 papers) and Advanced Image Fusion Techniques (24 papers). Mercedes E. Paoletti collaborates with scholars based in Spain, China and Italy. Mercedes E. Paoletti's co-authors include Juan M. Haut, Antonio Plaza, Javier Plaza, Rubén Fernández-Beltrán, Filiberto Pla, Jun Li, Xuanwen Tao, Swalpa Kumar Roy, Shutao Li and Nanjun He and has published in prestigious journals such as Proceedings of the IEEE, IEEE Transactions on Geoscience and Remote Sensing and Expert Systems with Applications.

In The Last Decade

Mercedes E. Paoletti

93 papers receiving 4.8k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Deep learning classifiers for hyperspectral imaging: A review

2019 774 citations Mercedes E. Paoletti, Juan M. Haut et al. profile →
A new deep convolutional neural network for fast hyperspectral image classification

2017 478 citations Mercedes E. Paoletti, Juan M. Haut et al. profile →
Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification

2018 442 citations Mercedes E. Paoletti, Juan M. Haut et al. IEEE Transactions on Geoscience and Remote Sensing profile →
Capsule Networks for Hyperspectral Image Classification

2018 290 citations Mercedes E. Paoletti, Juan M. Haut et al. IEEE Transactions on Geoscience and Remote Sensing profile →
Machine Learning in Pansharpening: A benchmark, from shallow to deep networks

2022 144 citations Mercedes E. Paoletti, Antonio Plaza et al. profile →

Peers

Countries citing papers authored by Mercedes E. Paoletti

Since Specialization

Citations

This map shows the geographic impact of Mercedes E. Paoletti's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mercedes E. Paoletti with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mercedes E. Paoletti more than expected).

Fields of papers citing papers by Mercedes E. Paoletti

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mercedes E. Paoletti. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mercedes E. Paoletti. The network helps show where Mercedes E. Paoletti may publish in the future.

Co-authorship network of co-authors of Mercedes E. Paoletti

This figure shows the co-authorship network connecting the top 25 collaborators of Mercedes E. Paoletti. A scholar is included among the top collaborators of Mercedes E. Paoletti based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mercedes E. Paoletti. Mercedes E. Paoletti is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Federated learning meets remote sensing 2024 ·Expert Systems with Applications ·(unknown), Mercedes E. Paoletti, (unknown), (unknown), Lirong Han, Juan M. Haut	11
2	Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification 2023 ·IEEE Geoscience and Remote Sensing Letters ·Juan M. Haut, (unknown), (unknown), (unknown), Rafael Vargas, Mercedes E. Paoletti	2
3	Enhancing Distributed Neural Network Training Through Node-Based Communications 2023 ·IEEE Transactions on Neural Networks and Learning Systems ·(unknown), Mercedes E. Paoletti, Gabriele Cavallaro, Juan M. Haut	1
4	Background-Guided Deformable Convolutional Autoencoder for Hyperspectral Anomaly Detection 2023 ·IEEE Transactions on Geoscience and Remote Sensing ·Zhaoyue Wu, Mercedes E. Paoletti, Hongjun Su, Xuanwen Tao, Lirong Han, Juan M. Haut, Antonio Plaza	15
5	Fast Orthogonal Projection for Hyperspectral Unmixing 2022 ·IEEE Transactions on Geoscience and Remote Sensing ·Xuanwen Tao, Mercedes E. Paoletti, Lirong Han, Juan M. Haut, Peng Ren, Javier Plaza, Antonio Plaza	18
6	A New Deep Convolutional Network for Effective Hyperspectral Unmixing 2022 ·IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Xuanwen Tao, Mercedes E. Paoletti, Lirong Han, Zhaoyue Wu, Peng Ren, Javier Plaza, Antonio Plaza, Juan M. Haut	26
7	SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification 2021 ·IEEE Access ·Swalpa Kumar Roy, (unknown), Mercedes E. Paoletti, Juan M. Haut, Rafael Vargas, Antonio Robles-Gómez	8
8	Multiple Attention-Guided Capsule Networks for Hyperspectral Image Classification 2021 ·IEEE Transactions on Geoscience and Remote Sensing ·Mercedes E. Paoletti, (unknown), Juan M. Haut	40
9	Generative Adversarial Minority Oversampling for Spectral–Spatial Hyperspectral Image Classification 2021 ·IEEE Transactions on Geoscience and Remote Sensing ·Swalpa Kumar Roy, Juan M. Haut, Mercedes E. Paoletti, Shiv Ram Dubey, Antonio Plaza	81
10	Separable Attention Network in Single- and Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images 2021 ·IEEE Geoscience and Remote Sensing Letters ·Mercedes E. Paoletti, Juan M. Haut, (unknown), Swalpa Kumar Roy, E.M.T. Hendrix, Antonio Plaza	10
11	Deep mixed precision for hyperspectral image classification 2021 ·The Journal of Supercomputing ·Mercedes E. Paoletti, Xuanwen Tao, Juan M. Haut, (unknown), Antonio Plaza	8
12	GPU-Friendly Neural Networks for Remote Sensing Scene Classification 2020 ·IEEE Geoscience and Remote Sensing Letters ·Juan M. Haut, (unknown), Mercedes E. Paoletti, Javier Plaza, Javier Resano, Antonio Plaza	8
13	Rotation Equivariant Convolutional Neural Networks for Hyperspectral Image Classification 2020 ·IEEE Access ·Mercedes E. Paoletti, Juan M. Haut, Swalpa Kumar Roy, E.M.T. Hendrix	31
14	Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model 2019 ·IEEE Geoscience and Remote Sensing Letters ·Juan M. Haut, Mercedes E. Paoletti, Rubén Fernández-Beltrán, Javier Plaza, Antonio Plaza, Jun Li	77
15	Neighboring Region Dropout for Hyperspectral Image Classification 2019 ·IEEE Geoscience and Remote Sensing Letters ·Mercedes E. Paoletti, Juan M. Haut, Javier Plaza, Antonio Plaza	13
16	A Single Model CNN for Hyperspectral Image Denoising 2019 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown), Juan M. Haut, Mercedes E. Paoletti, Javier Plaza, Lorenzo Bruzzone, Antonio Plaza	120
17	Visual Attention-Driven Hyperspectral Image Classification 2019 ·IEEE Transactions on Geoscience and Remote Sensing ·Juan M. Haut, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza, Jun Li	207
18	Remote Sensing Image Superresolution Using Deep Residual Channel Attention 2019 ·IEEE Transactions on Geoscience and Remote Sensing ·Juan M. Haut, Rubén Fernández-Beltrán, Mercedes E. Paoletti, Javier Plaza, Antonio Plaza	84
19	Neural Ordinary Differential Equations for Hyperspectral Image Classification 2019 ·IEEE Transactions on Geoscience and Remote Sensing ·Mercedes E. Paoletti, Juan M. Haut, Javier Plaza, Antonio Plaza	16
20	Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification breakdown → 2018 ·IEEE Transactions on Geoscience and Remote Sensing ·Mercedes E. Paoletti, Juan M. Haut, Rubén Fernández-Beltrán, Javier Plaza, Antonio Plaza, Filiberto Pla	442

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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