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Combining LiDAR and Photogrammetry to Generate Up-to-date 3D City Models
Kaixuan Zhou
Mathematical Geodesy and Positioning
Research output
:
Thesis
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Dissertation (TU Delft)
485
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Dive into the research topics of 'Combining LiDAR and Photogrammetry to Generate Up-to-date 3D City Models'. Together they form a unique fingerprint.
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Earth and Planetary Sciences
Photogrammetry
100%
Model
100%
Metropolitan Area
100%
Airborne Laser Scanning
100%
Building
76%
Information
53%
Accuracy
46%
Matching
38%
Camera
38%
Imagery
38%
Shadow
38%
Image
30%
Color
30%
Edge
30%
Pixel
15%
Extraction
15%
Cartography
15%
Show
7%
Starting
7%
Alternatives
7%
Position (Location)
7%
Constraint
7%
Forest
7%
Decision
7%
Acquisition
7%
Change Detection
7%
Increasing
7%
Municipality
7%
Urbanisation
7%
Requirement
7%
Plane
7%
Urban Infrastructure
7%
Convention
7%
Germany
7%
Machine Learning
7%
Netherlands
7%
Training
7%
Approach
7%
Quality
7%
Sample
7%
Research
7%
INIS
lidar
100%
lasers
100%
cities
100%
data
92%
information
53%
accuracy
46%
cameras
38%
color
30%
images
30%
height
23%
mapping
15%
values
15%
extraction
15%
increasing
7%
machine learning
7%
comparative evaluations
7%
netherlands
7%
texture
7%
verification
7%
randomness
7%
cost
7%
detection
7%
germany
7%
environment
7%
forests
7%
Agricultural and Biological Sciences
Cities
100%
Lasers
100%
Photogrammetry
100%
Model
100%
Buildings
76%
Information
53%
Accuracy
46%
Camera
38%
Height
23%
Area
23%
Extraction
15%
Ray
7%
Detection
7%
Environment
7%
Forests
7%
Learning
7%
Research
7%
Materials
7%
Engineering
Models
100%
Buildings
100%
Accuracy
60%
Extraction
20%
Single Image
20%
Images
20%
Mapping
20%
Environment
10%
Data Source
10%
Infrastructure
10%
Limitations
10%
Germany
10%
Requirement
10%
Characteristics
10%
Research
10%
Matching Point
10%
Learning Approach
10%
Data Show
10%
Combines
10%
Random Forest
10%
Detection
10%
Test Result
10%
High Cost
10%
Computer Science
Model
100%
stereo pair
100%
Accuracy
75%
Detection
12%
Local Condition
12%
Random Decision Forest
12%
Plane Information
12%
Training Sample
12%
ray-tracing
12%
Data Source
12%
Machine Learning Approach
12%
Keyphrases
Airborne Camera
62%
Planimetric Accuracy
62%
Imagery Data
25%
RGB Color Values
12%
3D Change Detection
12%
Color Value
12%
Scanning Points
12%