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Daifeng Peng
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End-to-end change detection for high resolution satellite images using improved UNet++
D Peng, Y Zhang, H Guan
Remote Sensing 11 (11), 1382, 2019
6322019
SemiCDNet: A semisupervised convolutional neural network for change detection in high resolution remote-sensing images
D Peng, L Bruzzone, Y Zhang, H Guan, H Ding, X Huang
IEEE Transactions on Geoscience and Remote Sensing 59 (7), 5891-5906, 2020
2322020
CLNet: Cross-layer convolutional neural network for change detection in optical remote sensing imagery
Z Zheng, Y Wan, Y Zhang, S Xiang, D Peng, B Zhang
ISPRS Journal of Photogrammetry and Remote Sensing 175, 247-267, 2021
1272021
Object-based change detection for VHR images based on multiscale uncertainty analysis
Y Zhang, D Peng, X Huang
IEEE Geoscience and Remote Sensing Letters 15 (1), 13-17, 2017
872017
SCDNET: A novel convolutional network for semantic change detection in high resolution optical remote sensing imagery
D Peng, L Bruzzone, Y Zhang, H Guan, P He
International Journal of Applied Earth Observation and Geoinformation 103 …, 2021
592021
A comparative land-cover classification feature study of learning algorithms: DBM, PCA, and RF using multispectral LiDAR data
S Pan, H Guan, Y Yu, J Li, D Peng
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
392019
Object-based change detection from satellite imagery by segmentation optimization and multi-features fusion
D Peng, Y Zhang
International journal of remote sensing 38 (13), 3886-3905, 2017
362017
Full-level domain adaptation for building extraction in very-high-resolution optical remote-sensing images
D Peng, H Guan, Y Zang, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2021
302021
Multi-scale context extractor network for water-body extraction from high-resolution optical remotely sensed images
J Kang, H Guan, D Peng, Z Chen
International Journal of Applied Earth Observation and Geoinformation 103 …, 2021
282021
Unsupervised change detection method based on saliency analysis and convolutional neural network
D Peng, H Guan
Journal of Applied Remote Sensing 13 (2), 024512-024512, 2019
242019
Adapting segment anything model for change detection in VHR remote sensing images
L Ding, K Zhu, D Peng, H Tang, K Yang, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing, 2024
232024
A convolutional capsule network for traffic-sign recognition using mobile LiDAR data with digital images
H Guan, Y Yu, D Peng, Y Zang, J Lu, A Li, J Li
IEEE Geoscience and Remote Sensing Letters 17 (6), 1067-1071, 2019
222019
Road marking extraction in UAV imagery using attentive capsule feature pyramid network
H Guan, X Lei, Y Yu, H Zhao, D Peng, JM Junior, J Li
International Journal of Applied Earth Observation and Geoinformation 107 …, 2022
152022
Building change detection by combining lidar data and ortho image
D Peng, Y Zhang
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2016
152016
Affine-function transformation-based object matching for vehicle detection from unmanned aerial vehicle imagery
S Cao, Y Yu, H Guan, D Peng, W Yan
Remote Sensing 11 (14), 1708, 2019
142019
Robust feature matching with spatial smoothness constraints
X Huang, X Wan, D Peng
Remote Sensing 12 (19), 3158, 2020
122020
Cost-efficient information extraction from massive remote sensing data: When weakly supervised deep learning meets remote sensing big data
Y Li, X Li, Y Zhang, D Peng, L Bruzzone
International Journal of Applied Earth Observation and Geoinformation 120 …, 2023
112023
Object-based change detection method using refined Markov random field
D Peng, Y Zhang
Journal of Applied Remote Sensing 11 (1), 016024-016024, 2017
92017
EMS-CDNet: an efficient multi-scale-fusion change detection network for very high-resolution remote sensing images
Z Zheng, Y Wan, Y Zhang, K Yang, R Xiao, C Lin, Q Wu, D Peng
International Journal of Remote Sensing 43 (14), 5252-5279, 2022
52022
Object-oriented change detection method based on spectral–spatial–saliency change information and fuzzy integral decision fusion for HR remote sensing images
C Ge, H Ding, I Molina, Y He, D Peng
Remote Sensing 14 (14), 3297, 2022
52022
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