Items where Author is "Pan, Xin"

Journal Article

Pan, Xin and Zhang, Ce and Xu, Jun and Zhao, Jian (2021) Simplified object-based deep neural network for very high resolution remote sensing image classification. ISPRS Journal of Photogrammetry and Remote Sensing, 181. pp. 218-237. ISSN 0924-2716

Zhang, Ce and Harrison, Paula and Pan, Xin and Li, Huapeng and Sargent, Isabel and Atkinson, Peter (2020) Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification. Remote Sensing of Environment, 237: 111593. ISSN 0034-4257

Zhang, Ce and Sargent, Isabel and Pan, Xin and Li, Huapeng and Gardiner, Andy and Hare, Jonathon and Atkinson, Peter Michael (2019) Joint Deep Learning for land cover and land use classification. Remote Sensing of Environment, 221. pp. 173-187. ISSN 0034-4257

Zhang, Ce and Sargent, Isabel and Pan, Xin and Li, Huapeng and Gardiner, Andy and Hare, Jonathon and Atkinson, Peter Michael (2018) An object-based convolutional neural network (OCNN) for urban land use classification. Remote Sensing of Environment, 216. pp. 57-70. ISSN 0034-4257

Zhang, Ce and Sargent, Isabel and Pan, Xin and Gardiner, Andy and Hare, Jonathon and Atkinson, Peter Michael (2018) VPRS-based regional decision fusion of CNN and MRF classifications for very fine resolution remotely sensed images. IEEE Transactions on Geoscience and Remote Sensing, 56 (8). pp. 4507-4521. ISSN 0196-2892

Zhang, Ce and Pan, Xin and Li, Huapeng and Gardiner, Andy and Sargent, Isabel and Hare, Jonathon and Atkinson, Peter M. (2018) A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification. ISPRS Journal of Photogrammetry and Remote Sensing, 140. pp. 133-144. ISSN 0924-2716

Zhang, Ce and Pan, Xin and Zhang, Shuqing and Li, Huapeng and Atkinson, Peter Michael (2017) A rough set decision tree based MLP-CNN for very high resolution remotely sensed image classification. International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences. pp. 1451-1454.

Zhang, Ce and Wang, Tiejun and Atkinson, Peter Michael and Pan, Xin and Li, Huapeng (2015) A novel multi-parameter support vector machine for image classification. International Journal of Remote Sensing, 36 (7). pp. 1890-1906. ISSN 0143-1161

Contribution to Conference

Zhang, Ce and Pan, Xin and Li, Huapeng and Zhang, Shuqing and Atkinson, Peter (2020) Joint Deep Learning: A novel framework for urban land cover and land use classification. In: GISRUK 2020, 2020-07-21 - 2020-07-23.