accuracy

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

cross-modality

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

data mining

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

feature extraction

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

feature rectification

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

graph spatial alignment

Wang, Qingwang, Sun, Yuxuan, Shen, Tao, Al-Antary, Mohammad, Alasmary, Hisham and Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 (2025) MGSANet: a multiscale graph spatial alignment network for weakly aligned RGB-thermal object detection. IEEE Transactions on Geoscience and Remote Sensing, 64:5000318. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2025.3647051)

image misalignment network

Wang, Qingwang, Sun, Yuxuan, Shen, Tao, Al-Antary, Mohammad, Alasmary, Hisham and Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 (2025) MGSANet: a multiscale graph spatial alignment network for weakly aligned RGB-thermal object detection. IEEE Transactions on Geoscience and Remote Sensing, 64:5000318. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2025.3647051)

lighting

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

minimization

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

multiscale graph construction

Wang, Qingwang, Sun, Yuxuan, Shen, Tao, Al-Antary, Mohammad, Alasmary, Hisham and Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 (2025) MGSANet: a multiscale graph spatial alignment network for weakly aligned RGB-thermal object detection. IEEE Transactions on Geoscience and Remote Sensing, 64:5000318. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2025.3647051)

mutual information

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

RGB-thermal (RGB-T) semantic segmentation

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

RGB-Thermal benchmark dataset

Wang, Qingwang, Sun, Yuxuan, Shen, Tao, Al-Antary, Mohammad, Alasmary, Hisham and Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 (2025) MGSANet: a multiscale graph spatial alignment network for weakly aligned RGB-thermal object detection. IEEE Transactions on Geoscience and Remote Sensing, 64:5000318. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2025.3647051)

RGB-Thermal object detection

Wang, Qingwang, Sun, Yuxuan, Shen, Tao, Al-Antary, Mohammad, Alasmary, Hisham and Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544 (2025) MGSANet: a multiscale graph spatial alignment network for weakly aligned RGB-thermal object detection. IEEE Transactions on Geoscience and Remote Sensing, 64:5000318. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2025.3647051)

semantic segmentation

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

semantics

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

thermal sensors

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)

transformers

Wang, Qingwang, Ouyang, Junlin, Shen, Tao, Gu, Yanfeng, Ullah, Sami, Al-Antary, Mohammad, Alasmary, Hisham, Waqas, Muhammad ORCID: https://orcid.org/0000-0003-0814-7544, Tang, Bo-Hui and Halim, Zahid (2026) Complementary information mining for redundancy and weakly aligned RGB-T semantic segmentation. IEEE Transactions on Geoscience and Remote Sensing, 64:5901414. pp. 1-14. ISSN 0196-2892 (Print), 1558-0644 (Online) (doi:10.1109/TGRS.2026.3654044)