BUILDING CLASSIFICATION OF VHR AIRBORNE STEREO IMAGES USING FULLY CONVOLUTIONAL NETWORKS AND FREE TRAINING SAMPLES

Chen, Y.; Gao, W.; Widyaningrum, E.; Zheng, M.; Zhou, K.

doi:https://doi.org/10.5194/isprs-archives-XLII-4-87-2018

Articles | Volume XLII-4

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Articles | Volume XLII-4

https://doi.org/10.5194/isprs-archives-XLII-4-87-2018

Articles | Volume XLII-4

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19 Sep 2018

| 19 Sep 2018

BUILDING CLASSIFICATION OF VHR AIRBORNE STEREO IMAGES USING FULLY CONVOLUTIONAL NETWORKS AND FREE TRAINING SAMPLES

Y. Chen, W. Gao, E. Widyaningrum, M. Zheng, and K. Zhou

Y. Chen

Dept. Computer Science, Delft University of Technology, The Netherlands

W. Gao

Dept. Urbanism, Delft University of Technology, The Netherlands

E. Widyaningrum

Dept. of Geoscience and Remote Sensing, Delft University of Technology, The Netherlands

M. Zheng

Dept. OTB, Delft University of Technology, The Netherlands

K. Zhou

Dept. of Geoscience and Remote Sensing, Delft University of Technology, The Netherlands

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TAILORED FEATURES FOR SEMANTIC SEGMENTATION WITH A DGCNN USING FREE TRAINING SAMPLES OF A COLORED AIRBORNE POINT CLOUD

E. Widyaningrum, M. K. Fajari, R. C. Lindenbergh, and M. Hahn

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 339–346, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-339-2020,https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-339-2020, 2020

BUILDING SEGMENTATION FROM AIRBORNE VHR IMAGES USING MASK R-CNN

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A COMPUTATIONALLY CHEAP TRICK TO DETERMINE SHADOW IN A VOXEL MODEL

B. G. H. Gorte, K. Zhou, C. J. van der Sande, and C. Valk

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EXTRACTION OF BUILDING ROOF EDGES FROM LIDAR DATA TO OPTIMIZE THE DIGITAL SURFACE MODEL FOR TRUE ORTHOPHOTO GENERATION

E. Widyaningrum, R. C. Lindenbergh, B. G. H. Gorte, and K. Zhou

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 1199–1205, https://doi.org/10.5194/isprs-archives-XLII-2-1199-2018,https://doi.org/10.5194/isprs-archives-XLII-2-1199-2018, 2018

3D BUILDING CHANGE DETECTION BETWEEN CURRENT VHR IMAGES AND PAST LIDAR DATA

K. Zhou, B. Gorte, R. Lindenbergh, and E. Widyaningrum

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 1229–1235, https://doi.org/10.5194/isprs-archives-XLII-2-1229-2018,https://doi.org/10.5194/isprs-archives-XLII-2-1229-2018, 2018

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K. L. Zhou and B. G. H. Gorte

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BUILDING CLASSIFICATION OF VHR AIRBORNE STEREO IMAGES USING FULLY CONVOLUTIONAL NETWORKS AND FREE TRAINING SAMPLES

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