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2023

Ulrichsen, Alexander and Murray, Paul and Marshall, Stephen and Gabbouj, Moncef and Kiranyaz, Serkan and Yamaç, Mehmet and Aburaed, Nour (2023) Operational neural networks for parameter-efficient hyperspectral single-image super-resolution. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. ISSN 2151-1535 (In Press)

Aburaed, Nour and Alkhatib, Mohammed Q. and Marshall, Stephen and Zabalza, Jaime and Ahmad, Hussain Al (2023) A review of spatial enhancement of hyperspectral remote sensing imaging techniques. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16. pp. 2275-2300. ISSN 2151-1535

2022

Liu, Shuang and Zhang, Jiafeng and Zhang, Zhong and Cao, Xiaozhong and Durrani, Tariq S. (2022) TransCloudSeg : ground-based cloud image segmentation with transformer. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15. pp. 6121-6132. ISSN 1939-1404

Ha, Viet Khanh and Ren, Jinchang and Wang, Zheng and Sun, Genyun and Zhao, Huimin and Marshall, Stephen (2022) Multi-scale spatial fusion and regularization induced unsupervised auxiliary task CNN model for deep super-resolution of hyperspectral image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15. pp. 4583-4598. ISSN 1939-1404

Kong, Fanqiang and Hu, Kedi and Li, Yunsong and Li, Dan and Liu, Xin and Durrani, Tariq S. (2022) A spectral-spatial feature extraction method with polydirectional CNN for multispectral image compression. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15. pp. 2745-2758. ISSN 1939-1404

2021

Fabiyi, Samson Damilola and Murray, Paul and Zabalza, Jaime and Ren, Jinchang (2021) Folded LDA : extending the linear discriminant analysis algorithm for feature extraction and data reduction in hyperspectral remote sensing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 12312-12331. ISSN 1939-1404

He, Yishan and Gao, Fei and Wang, Jun and Hussain, Amir and Yang, Erfu and Zhou, Huiyu (2021) Learning polar encodings for arbitrary-oriented ship detection in SAR images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 3846-3859. ISSN 1939-1404

Sun, Haijiang and Liu, Qiaoyuan and Wang, Jiacheng and Ren, Jinchang and Wu, Yanfeng and Zhao, Huimin and Li, Huakang (2021) Fusion of infrared and visible images for remote detection of low-altitude slow-speed small targets. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 2971-2983. ISSN 1939-1404

Xi, Yue and Jia, Wenjing and Zheng, Jiangbin and Fan, Xiaochen and Xie, Yefan and Ren, Jinchang and He, Xiangjian (2021) DRL-GAN : dual-stream representation learning GAN for low-resolution image classification in UAV applications. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 1705-1716. 9286580. ISSN 1939-1404

2020

Chai, Yanmei and Ren, Jinchang and Hwang, Byongjun and Wang, Jian and Fan, Dan and Yan, Yijun and Zhu, Shiwei (2020) Texture-sensitive superpixeling and adaptive thresholding for effective segmentation of sea ice floes in high-resolution optical images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 577-586. ISSN 1939-1404

Ma, Ping and Ren, Jinchang and Zhao, Huimin and Sun, Genyun and Murray, Paul and Zheng, Jiangbin (2020) Multiscale 2D singular spectrum analysis and principal component analysis for spatial-spectral noise-robust feature extraction and classification of hyperspectral images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14. pp. 1233-1245. ISSN 1939-1404

Biondi, Filippo and Addabbo, Pia and Clemente, Carmine and Ullo, Silvia Liberata and Orlando, Danilo (2020) Monitoring of critical infrastructures by micro-motion estimation : the Mosul dam destabilization. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13. pp. 6337-6351. ISSN 1939-1404

Luo, Fulin and Guo, Tan and Lin, Zhiping and Ren, Jinchang and Zhou, Xiaocheng (2020) Semisupervised hypergraph discriminant learning for dimensionality reduction of hyperspectral image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13. pp. 4242-4256. ISSN 1939-1404

Fu, Hang and Sun, Genyun and Zabalza, Jaime and Zhang, Aizhu and Ren, Jinchang and Jia, Xiuping (2020) A novel spectral-spatial singular spectrum analysis technique for near real-time in-situ feature extraction in hyperspectral imaging. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13. pp. 2214-2225. ISSN 1939-1404

Biondi, Filippo and Addabbo, Pia and Clemente, Carmine and Orlando, Danilo (2020) Measurements of surface river Doppler velocities with along-track InSAR using a single antenna. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13. pp. 987-997. ISSN 1939-1404