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ORCIDFenglei Fan
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2020 – today
- 2021
[j18]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): 160 (2021)- [j17]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): 1008 (2021) - [j16]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: 1434-1446 (2021) - 2020
- [j15]Fenglei Fan, Ge Wang:
Fuzzy logic interpretation of quadratic networks. Neurocomputing 374: 10-21 (2020) - [j14]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: 78-90 (2020) - [j13]Fenglei Fan, Jinjun Xiong, Ge Wang:
Universal approximation with quadratic deep networks. Neural Networks 124: 383-392 (2020) - [j12]Fenglei Fan, Mengzhou Li, Yueyang Teng, Ge Wang:
Soft Autoencoder and Its Wavelet Adaptation Interpretation. IEEE Trans. Computational Imaging 6: 1245-1257 (2020) - [j11]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): 2035-2050 (2020) - [c3]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: 113160E - [i11]Fenglei Fan, Jinjun Xiong, Ge Wang:
On Interpretability of Artificial Neural Networks. CoRR abs/2001.02522 (2020) - [i10]Fenglei Fan, Ge Wang:
Duality of Width and Depth of Neural Networks. CoRR abs/2002.02515 (2020) - [i9]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 abs/2007.03882 (2020)
2010 – 2019
- 2019
- [j10]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: 205-218 (2019) - [j9]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): 247-262 (2019) - [j8]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): 1461-1470 (2019) - [i8]Fenglei Fan, Hongming Shan, Ge Wang:
Quadratic Autoencoder for Low-Dose CT Denoising. CoRR abs/1901.05593 (2019) - 2018
- [j7]Fenglei Fan, Ge Wang:
Learning From Pseudo-Randomness With an Artificial Neural Network-Does God Play Pseudo-Dice? IEEE Access 6: 22987-22992 (2018) - [j6]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): 311-321 (2018) - [i7]Fenglei Fan, Ge Wang:
Learning from Pseudo-Randomness With an Artificial Neural Network - Does God Play Pseudo-Dice? CoRR abs/1801.01117 (2018) - [i6]Fenglei Fan, Hongming Shan, Ge Wang:
Shamap: Shape-based Manifold Learning. CoRR abs/1802.05386 (2018) - [i5]Fenglei Fan, Ge Wang:
Fuzzy Logic Interpretation of Artificial Neural Networks. CoRR abs/1807.03215 (2018) - [i4]Fenglei Fan, Ge Wang:
Universal Approximation with Quadratic Deep Networks. CoRR abs/1808.00098 (2018) - [i3]Fenglei Fan, Dayang Wang, Ge Wang:
Universal Approximation by a Slim Network with Sparse Shortcut Connections. CoRR abs/1811.09003 (2018) - 2017
- [i2]Fenglei Fan, Wenxiang Cong, Ge Wang:
A New Type of Neurons for Machine Learning. CoRR abs/1704.08362 (2017) - [i1]Fenglei Fan, Wenxiang Cong, Ge Wang:
General Backpropagation Algorithm for Training Second-order Neural Networks. CoRR abs/1708.06243 (2017) - 2015
- [j5]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: 103-105 (2015) - 2014
- [j4]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: 290-301 (2014) - 2013
- [j3]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): 1425-1438 (2013) - 2012
- [j2]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): 1846-1862 (2012)
2000 – 2009
- 2009
- [j1]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): 1371-1388 (2009) - 2005
- [c2]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: 2339-2342 - [c1]Fenglei Fan, Yunpeng Wang:
Farmland loss of guangzhou form 1998 to 2003 using landsat TM/ETM data and its economic implications. IGARSS 2005: 2434-2437
Coauthor Index
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