Fenglei Fan

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 37

Top Topics

Human Observers

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Zelin Zhao, Fenglei Fan, Wenlong Liao, Junchi Yan
Grounding and Enhancing Grid-based Models for Neural Fields. CoRR (2024)
Chuang Niu, Mengzhou Li, Fenglei Fan, Weiwen Wu, Xiaodong Guo, Qing Lyu, Ge Wang
Noise Suppression With Similarity-Based Self-Supervised Deep Learning. IEEE Trans. Medical Imaging 42 (6) (2023)
Fenglei Fan, Rongjie Lai, Ge Wang
Quasi-Equivalence between Width and Depth of Neural Networks. J. Mach. Learn. Res. 24 (2023)
Sai Wang, Fenglei Fan
Thangka Hyperspectral Image Super-Resolution Based on a Spatial-Spectral Integration Network. Remote. Sens. 15 (14) (2023)
Hui Zhang, Xuexin An, Qiang He, Yudong Yao, Fenglei Fan, Yueyang Teng
Quadratic Graph Attention Network (Q-GAT) for Robust Construction of Gene Regulatory Networks. CoRR (2023)
Xiaoge Zhang, Xiao-Lin Wang, Fenglei Fan, Yiu-Ming Cheung, Indranil Bose
Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge. CoRR (2023)
Sishi Wang, Xin Tan, Fenglei Fan
Landscape Ecological Risk Assessment and Impact Factor Analysis of the Qinghai-Tibetan Plateau. Remote. Sens. 14 (19) (2022)
Dayang Wang, Fenglei Fan, Zhan Wu, Rui Liu, Fei Wang, Hengyong Yu
CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-dose CT Denoising. CoRR (2022)
Shanshan Feng, Fenglei Fan
Developing an Enhanced Ecological Evaluation Index (EEEI) Based on Remotely Sensed Data and Assessing Spatiotemporal Ecological Quality in Guangdong-Hong Kong-Macau Greater Bay Area, China. Remote. Sens. 14 (12) (2022)
Sai Wang, Fenglei Fan
Analysis of the Response of Long-Term Vegetation Dynamics to Climate Variability Using the Pruned Exact Linear Time (PELT) Method and Disturbance Lag Model (DLM) Based on Remote Sensing Data: A Case Study in Guangdong Province (China). Remote. Sens. 13 (10) (2021)
Shanshan Feng, Fenglei Fan
Analyzing the Effect of the Spectral Interference of Mixed Pixels Using Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Linlin Wu, Caige Sun, Fenglei Fan
Estimating the Characteristic Spatiotemporal Variation in Habitat Quality Using the InVEST Model - A Case Study from Guangdong-Hong Kong-Macao Greater Bay Area. Remote. Sens. 13 (5) (2021)
Shanshan Feng, Fenglei Fan
Impervious surface extraction based on different methods from multiple spatial resolution images: a comprehensive comparison. Int. J. Digit. Earth 14 (9) (2021)
Fenglei Fan, Mengzhou Li, Fei Wang, Rongjie Lai, Ge Wang
Expressivity and Trainability of Quadratic Networks. CoRR (2021)
Ting Peng, Caige Sun, Shanshan Feng, Yongdong Zhang, Fenglei Fan
Temporal and Spatial Variation of Anthropogenic Heat in the Central Urban Area: A Case Study of Guangzhou, China. ISPRS Int. J. Geo Inf. 10 (3) (2021)
Fenglei Fan, Hongming Shan, Mannudeep K. Kalra, Ramandeep Singh, Guhan Qian, Matthew Getzin, Yueyang Teng, Juergen Hahn, Ge Wang
Quadratic Autoencoder (Q-AE) for Low-Dose CT Denoising. IEEE Trans. Medical Imaging 39 (6) (2020)
Fenglei Fan, Mengzhou Li, Yueyang Teng, Ge Wang
Soft Autoencoder and Its Wavelet Adaptation Interpretation. IEEE Trans. Computational Imaging 6 (2020)
Fenglei Fan, Jinjun Xiong, Ge Wang
On Interpretability of Artificial Neural Networks. CoRR (2020)
Fenglei Fan, Sangtae Ahn, Bruno De Man, Kristen A. Wangerin, Scott D. Wollenweber, Craig K. Abbey, Paul E. Kinahan
Deep learning-based model observers that replicate human observers for PET imaging. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Chuang Niu, Wenxiang Cong, Fenglei Fan, Hongming Shan, Mengzhou Li, Jimin Liang, Ge Wang
Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction. CoRR (2020)
Fenglei Fan, Ge Wang
Duality of Width and Depth of Neural Networks. CoRR (2020)
Fenglei Fan, Jinjun Xiong, Ge Wang
Universal approximation with quadratic deep networks. Neural Networks 124 (2020)
Yueyang Teng, Shouliang Qi, Fangfang Han, Yudong Yao, Fenglei Fan, Qing Lyu, Ge Wang
A framework for least squares nonnegative matrix factorizations with Tikhonov regularization. Neurocomputing 387 (2020)
Fenglei Fan, Ge Wang
Fuzzy logic interpretation of quadratic networks. Neurocomputing 374 (2020)
Shanshan Feng, Fenglei Fan
A Hierarchical Extraction Method of Impervious Surface Based on NDVI Thresholding Integrated With Multispectral and High-Resolution Remote Sensing Imageries. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (5) (2019)
Yueyang Teng, Yudong Yao, Shouliang Qi, Chen Li, Lisheng Xu, Wei Qian, Fenglei Fan, Ge Wang
A novel framework for the NMF methods with experiments to unmixing signals and feature representation. J. Comput. Appl. Math. 362 (2019)
Yueyang Teng, Yichao Liu, Jinliang Yang, Chen Li, Shouliang Qi, Yan Kang, Fenglei Fan, Ge Wang
Graph Regularized Sparse Autoencoders with Nonnegativity Constraints. Neural Process. Lett. 50 (1) (2019)
Fenglei Fan, Hongming Shan, Ge Wang
Quadratic Autoencoder for Low-Dose CT Denoising. CoRR (2019)
Fenglei Fan, Dayang Wang, Ge Wang
Universal Approximation by a Slim Network with Sparse Shortcut Connections. CoRR (2018)
Fenglei Fan, Runping Liu
Exploration of spatial and temporal characteristics of PM2.5 concentration in Guangzhou, China using wavelet analysis and modified land use regression model. Geo spatial Inf. Sci. 21 (4) (2018)
Fenglei Fan, Ge Wang
Learning From Pseudo-Randomness With an Artificial Neural Network-Does God Play Pseudo-Dice? IEEE Access 6 (2018)
Fenglei Fan, Ge Wang
Fuzzy Logic Interpretation of Artificial Neural Networks. CoRR (2018)
Fenglei Fan, Hongming Shan, Ge Wang
Shamap: Shape-based Manifold Learning. CoRR (2018)
Fenglei Fan, Ge Wang
Universal Approximation with Quadratic Deep Networks. CoRR (2018)
Fenglei Fan, Ge Wang
Learning from Pseudo-Randomness With an Artificial Neural Network - Does God Play Pseudo-Dice? CoRR (2018)
Fenglei Fan, Wenxiang Cong, Ge Wang
General Backpropagation Algorithm for Training Second-order Neural Networks. CoRR (2017)
Fenglei Fan, Wenxiang Cong, Ge Wang
A New Type of Neurons for Machine Learning. CoRR (2017)
Fenglei Fan, Yingbin Deng
Corrigendum to "Enhancing endmember selection in multiple endmember spectral mixture analysis (MESMA) for urban impervious surface area mapping using spectral angle and spectral distance parameters" [Int. J. Appl. Earth Observ. Geoinf. 33(2014) 290-301]. Int. J. Appl. Earth Obs. Geoinformation 36 (2015)
Fenglei Fan, Yingbin Deng
Enhancing endmember selection in multiple endmember spectral mixture analysis (MESMA) for urban impervious surface area mapping using spectral angle and spectral distance parameters. Int. J. Appl. Earth Obs. Geoinformation 33 (2014)
Fenglei Fan, Yingbin Deng, Xuefei Hu, Qihao Weng
Estimating Composite Curve Number Using an Improved SCS-CN Method with Remotely Sensed Variables in Guangzhou, China. Remote. Sens. 5 (3) (2013)
Yingbin Deng, Fenglei Fan, Renrong Chen
Extraction and Analysis of Impervious Surfaces Based on a Spectral Un-Mixing Method Using Pearl River Delta of China Landsat TM/ETM+ Imagery from 1998 to 2008. Sensors 12 (2) (2012)
Fenglei Fan, Yunpeng Wang, Maohui Qiu, Zhishi Wang
Evaluating the Temporal and Spatial Urban Expansion Patterns of Guangzhou from 1979 to 2003 by Remote Sensing and GIS Methods. Int. J. Geogr. Inf. Sci. 23 (11) (2009)
Fenglei Fan, Yunpeng Wang
Farmland loss of guangzhou form 1998 to 2003 using landsat TM/ETM data and its economic implications. IGARSS (2005)
Yunpeng Wang, Fenglei Fan, Jinqu Zhang, Shihua Tang
Urban-used land change (1998-2003) and its spatial distribution of Shenzhen, China: detected by landsat TM/EMT data. IGARSS (2005)