Selected publications:

D. Hong, C. Li, N. Yokoya, B. Zhang, X. Jia, A. Plaza, P. Gamba, J. A. Benediktsson and J. Chanussot. Hyperspectral Imaging. Nature Reviews Methods Primers, vol. 6, Art no. 19, 2026 IF(2025)=54.2.

B. Tu, T. Zhou, B. Liu, J. Li and A. Plaza. Multi-Scale Autoencoder Suppression Strategy for Hyperspectral Image Anomaly Detection. IEEE Transactions on Image Processing, vol. 34, pp. 5115-5130, 2025 IF(2025)=15.3. ESI Highly Cited Paper (ESI Hot, Research Front).

G. Vivone, L.-J. Deng, S. Deng, D. Hong, M. Jiang, C. Li, W. Li, H. Shen, X. Wu, J.-L. Xiao, M. Zhang, J. Chanussot, S. Garcia and A. Plaza. Deep Learning in Remote Sensing Image Fusion: Methods, Protocols, Data and Future Perspectives. IEEE Geoscience and Remote Sensing Magazine, vol. 13, no. 1, pp. 269-310, March 2025 IF(2025)=13.7. ESI Highly Cited Paper (ESI Hot, Research Front).

D. Hong, B. Zhang, X. Li, Y. Li, C. Li, J. Yao, N. Yokoya, H. Li, X. Jia, A. Plaza, P. Gamba, J. A. Benediktsson and J. Chanussot. SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 8, pp. 5227-5244, August 2024 IF(2024)=18.6. ESI Highly Cited Paper (ESI Hot, Research Front).

D. Hong, Z. Han, J. Yao, L. Gao, B. Zhang, A. Plaza and J. Chanussot. SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers. IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-15, Art no. 5518615, 2022 IF(2022)=8.2. ESI Highly Cited Paper (Research Front).

S. Minaee, Y. Boykov, F. Porikli, A. Plaza, N. Kehtarnavaz and D. Terzopoulos. Image Segmentation Using Deep Learning: A Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 7, pp. 3523-3542, July 2022 IF(2022)=23.6. ESI Highly Cited Paper.

D. Hong, L. Gao, J. Yao, B. Zhang, A. Plaza and J. Chanussot. Graph Convolutional Networks for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 7, pp. 5966-5978, July 2021 IF(2021)=8.125. ESI Highly Cited Paper (Research Front). 2025 Highest Impact Paper Award of the IEEE Geoscience and Remote Sensing Society.

M. Chi, A. Plaza, J. A. Benediktsson, Z. Sun, J. Shen and Y. Zhu. Big Data for Remote Sensing: Challenges and Opportunities. Proceedings of the IEEE, vol. 104, no. 11, pp. 2207-2219, November 2016 IF(2016)=9.237. ESI Highly Cited Paper.

J. M. Bioucas-Dias, A. Plaza, N. Dobigeon, M. Parente, Q. Du, P. Gader and J. Chanussot. Hyperspectral Unmixing Overview: Geometrical, Statistical and Sparse Regression-Based Approaches. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 5, no. 2, pp. 354-379, April 2012 IF(2012)=2.874. Most highly cited paper of the IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A. Plaza, J. Plaza, A. Paz and S. Sanchez. Parallel Hyperspectral Image and Signal Processing. IEEE Signal Processing Magazine, vol. 28, no. 3, pp. 119-126, May 2011 IF(2011)=4.066. 2015 IEEE Signal Processing Magazine Best Column Paper Award.