Photogrammetric Image Analysis
ISPRS Conference, PIA 2011, Munich, Germany, October 5-7, 2011. Proceedings
Published on 1. October 2011
XIII, 309 pages
978-3-642-24393-6 (ISBN)
Description
This book constitutes the refereed proceedings of the ISPRS Conference on Photogrammetric Image Analysis, held in Munich, Germany, in October 2011.
The 25 revised full papers presented were carefully reviewed and selected from 54 submissions. The papers are organized in topical sections on orientation, matching, object detection, 3D reconstruction and DEM, classification, people and tracking, as well as image processing.
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Uwe Stilla | Franz Rottensteiner | Helmut Mayer
Photogrammetric Image Analysis
ISPRS Conference, PIA 2011, Munich, Germany, October 5-7, 2011. Proceedings
Book
09/2011
Springer
€53.49
Shipment within 7-9 days
Content
- Title
- Preface
- Organization
- Table of Contents
- Orientation
- Efficient Video Mosaicking by Multiple Loop Closing
- Introduction
- Motivation
- Related Work
- Contribution
- Theoretical Background and Modeling
- Notation and Preliminaries
- Homographies
- Parameterization
- Realization
- Loop Detection
- Adjustment Model and Adjustment Procedure
- Loop Constraints and Jacobians
- Experiments
- Numerical Simulation
- Real Data
- Conclusions and Outlook
- References
- Estimating the Mutual Orientation in a Multi-camera System with a Non Overlapping Field of View
- Introduction
- Related Work
- Estimating the Mutual Orientation
- Influence of Different Motion Characteristics
- Avoiding Singularities by Using a-Priori Knowledge
- Using Bundle Adjustment to Estimate the Mutual Orientation
- Definition of Coordinate Systems and Datum
- Definition of the Observation Model
- Experiments and Results
- Structure of the Experiments
- Results with Simulated Data
- Results with Real Data
- Conclusions and Future Work
- References
- Absolute Orientation of Stereoscopic Cameras by Aligning Contours in Pairs of Images and Reference Images
- Introduction
- Methods
- Finding Corresponding Contours
- Floating to Reference Contour Registration
- External Orientation
- Experiments and Results
- Discussion
- Conclusions
- References
- Matching between Different Image Domains
- Introduction
- SIFT Matching
- Multiple-Domain Matching
- Similarity Transformation Estimation
- Validation of the Similarity Model
- Feature Matching
- Model Formation
- Experimental Results
- Conclusion
- References
- Matching
- Reliable Image Matching with Recursive Tiling
- Introduction
- Tiling
- In a Nutshell
- Details
- Experiments
- Experimental Set-Up
- Relative Orientation Experiments
- Discussion
- Conclusion and Outlook
- References
- In-Strip Matching and Reconstruction of Line Segments from UHR Aerial Image Triplets
- Introduction and Motivation
- Matching and Reconstruction of Line Segments
- Line Extraction and Pair-Wise Stereo Line Matching
- Stereo Line Reconstruction
- Three-View In-Strip Matching
- Test Sites and Results
- Conclusions
- References
- Refined Non-rigid Registration of a Panoramic Image Sequence to a LiDAR Point Cloud
- Introduction
- Data
- Algorithms
- Initial Registration
- Refinement
- Results
- Conclusions and Future Work
- References
- Image Sequence Processing in Stereovision Mobile Mapping - Steps towards Robust and Accurate Monoscopic 3D Measurements and Image-Based Georeferencing
- Introduction
- Related Work
- Multi-image Matching
- Semi-automatic Point Matching in Mobile Mapping
- Data Source and Preprocessing
- Concept
- Stereo Matching
- Matching within the Image Sequence
- Investigations
- Matching Accuracy in Image Space
- Accuracy Potential in Object Space
- Conclusion and Outlook
- References
- Object Detection
- Gable Roof Detection in Terrestrial Images
- Introduction
- Related Work
- Input Data
- Gable Detection Process
- Method Overview
- Lateral Roof Edge Detection
- Horizontal Roof Edge Detection
- Experimentation
- Qualitative Results
- Quantitative Results
- Limits of the Approach
- Conclusion and Future Work
- References
- Multi-spectral False Color Shadow Detection
- Introduction
- Proposed Method
- Experimental Results
- Building Detection as an Application
- Conclusion
- References
- Extraction of Non-forest Trees for Biomass Assessment Based on Airborne and Terrestrial LiDAR Data
- Introduction
- Methods
- Allometric Estimation of Reference AGB
- Vegetation Volume with Normalized DSM
- Volume-to-Biomass Conversion
- 3D Normalized Cut Segmentation
- Feature Calculation
- Segmentation-Derived Stem Volume and AGB
- Cross-Validation
- LiDAR and Field Data
- Results
- Vegetation Volume-to-Biomass Conversion with nDSM
- 3D Normalized Cut Segmentation
- AGB Regression and Cross-Validation
- 3D Segmentation Derived Biomass
- Discussion
- Conclusions and Outlook
- References
- Detection of Windows in IR Building Textures Using Masked Correlation
- Introduction
- Motivation
- Related Work
- Overview
- Methodology
- Region Detection
- Adjusting Rows
- Standardized Masked Correlation
- Completing the Grid of Windows
- Experiments
- Terrestrial Image Sequences
- Textures
- Region Detection
- Grid and Correlation
- Results
- Discussion and Future Work
- References
- 3D-Reconstruction and DEM
- Fast Marching for Robust Surface Segmentation
- Introduction
- Related Work
- Theory
- Task Specification
- Incremental/Decremental Search
- Implementation
- Distance Metrics
- Incremental/Decremental FastFPS
- Experiments
- Sensitivity Analysis
- Real-World Data
- Conclusion
- References
- A Performance Study on Different Stereo Matching Costs Using Airborne Image Sequences and Satellite Images
- Introduction
- Cost Functions and Semi-Global Matching
- Cost Functions
- Semi-Global Matching
- Evaluation
- Evaluation Procedure and Reference Data
- Results on Aerial Image Sequence
- Results on Satellite Data
- Conclusion and Future Work
- References
- Fusion of Digital Elevation Models Using Sparse Representations
- Introduction
- Motivation and Aims
- Related Work
- Mathematical Formulation of Fusion
- Dem Quality and Weights
- Fusion Weights
- Fusion of DEMs
- Results and Discussion
- Fusion ALOS-SPOT
- Fusion ERS-SPOT
- Fusion ALOS-ERS
- Conclusions and Future Work
- References
- Change Detection in Urban Areas by Direct Comparison of Multi-view and Multi-temporal ALS Data
- Introduction
- Problem Description
- Overview
- Related Work
- Strategy for Data Processing
- Generation of the Database
- Modeling the Occupancy of Space
- Combination of Evidence from Different Measurements
- Change Detection
- Including Additional Attributes
- Experiments
- Discussion and Conclusion
- References
- Towards Airborne Single Pass Decimeter Resolution SAR Interferometry over Urban Areas
- Introduction
- MEMPHIS SAR System
- Interferometric Geocoding Concepts
- Interferometric Pre-processing
- Interferometric Geocoding
- The Test Dataset
- Interferometry Results for the Munich Test Scene
- Forward Geocoding Results
- Backward Geocoding Results
- Comparison of Forward and Backward Geocoding
- Benefit of Multi-aspect Data
- Additional Remarks
- Conclusion and Outlook
- References
- Classification
- Regionwise Classification of Building Facade Images
- Introduction
- Related Works
- Classification
- Randomized Decision Forest
- Refinement with a CRF
- Learning and Inference
- Experimental Results
- eTRIMS Database
- RDF Classification Results
- CRF Refinement Results
- Conclusions and Future Work
- References
- Supervised Classification of Multiple View Images in Object Space for Seismic Damage Assessment
- Introduction and Related Work
- Study Area and Data
- Approach
- Geometric (pre)Processing
- Segmentation of Images and Voxels
- Feature Computation Per Image and in 3D Point Cloud
- Projection of Features and Labels onto Voxels and Definition of Final Voxel Segments
- Supervised Classification of Voxels
- Results
- Per Test Area
- Transferability
- Analysis and Conclusions
- Future Work
- References
- Conditional Random Fields for Urban Scene Classification with Full Waveform LiDAR Data
- Introduction
- Related Work
- Contribution
- Conditional Random Fields
- CRFs Applied to 3D-FW Point Clouds
- Full Waveform LiDAR
- Graph Architecture
- Features
- Training and Inference
- Experiments
- Datasets
- Results of CRF-Classification
- Comparison to SVM and MRF
- Optimal Neighbourhood Size
- Computational Costs
- Discussion
- Conclusions and Outlook
- References
- People and Tracking
- Statistical Unbiased Background Modeling for Moving Platforms
- Introduction
- Motivation
- Related Work
- Methodology
- Modeling of the Pixel Process
- Updating the Distributions
- Experiments
- Discussion and Conclusion
- Future Work
- References
- A Scheme for the Detection and Tracking of People Tuned for Aerial Image Sequences
- Introduction
- Challenges and Contribution
- Related Work
- Overview of the Proposed Approach
- Detector Design
- Training the Classifier
- Detection and Tracking
- Experiments and Results
- Conclusion
- References
- Event Detection Based on a Pedestrian Interaction Graph Using Hidden Markov Models
- Introduction
- Hidden Markov Models
- Parameters of a HMM
- Inference in HMM
- Graph-Based Event Detection
- Pedestrian Motion Model
- Evaluation of a Dynamic Pedestrian Graph for Event Detection
- Experimental Results
- Dataset
- Event Detection Results
- Conclusions
- References
- Trajectory Extraction and Density Analysis of Intersecting Pedestrian Flows from Video Recordings
- Introduction
- Motivation and Aim
- Related Work
- Experimental Setup
- Trajectory Extraction
- Crowd Density Estimation
- Results and Discussion
- Conclusions and Future Work
- References
- Image Processing
- Measurement Accuracy of Center Location of a Circle by Centroid Method
- Introduction
- Outline of Analysis
- Assumed Digital Image
- Investigated Centroid Method
- Evaluation of Measurement Accuracy
- Results and Discussion
- Variance of Measurement Errors
- Approximation Formula of Measurement Accuracy
- Conclusion
- References
- Author Index
