4.7 Article

Reliable Feature Matching for Spherical Images via Local Geometric Rectification and Learned Descriptor

Related references

Note: Only part of the references are listed.
Article Geochemistry & Geophysics

Integrating UAV and Ground Panoramic Images for Point Cloud Analysis of Damaged Building

Jyun-Ping Jhan et al.

Summary: The effectiveness of damaged building investigation relies on rapid data collection, using UAV and a backpack panoramic imaging system for recording damage status comprehensively. Integrating these for generating complete 3D point clouds is crucial for 3D measurement of damaged areas. This study evaluates the impact of using panoramic images and multiview aerial images for 3D mapping, highlighting the necessity of integrating both for rapid and complete point cloud generation.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2022)

Article Geochemistry & Geophysics

Unmanned Aerial Vehicle-Based Photogrammetric 3D Mapping A survey of techniques, applications, and challenges

San Jiang et al.

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE (2022)

Article Environmental Sciences

Rapid Photogrammetry with a 360-Degree Camera for Tunnel Mapping

Mateusz Janiszewski et al.

Summary: This paper demonstrates a method for rapidly digitizing tunnels using a 360-degree camera. The use of a 360-degree camera allows for faster image acquisition and more accurate 3D modeling.

REMOTE SENSING (2022)

Article Geochemistry & Geophysics

Unmanned Aerial Vehicle-Based Photogrammetric 3D Mapping A survey of techniques, applications, and challenges

San Jiang et al.

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE (2022)

Article Engineering, Electrical & Electronic

Learned Local Features for Structure From Motion of UAV Images: A Comparative Evaluation

San Jiang et al.

Summary: The study found that learned descriptors combined with SIFT-like detectors perform better in SfM and MVS-based reconstruction and can serve as an alternative to hand-crafted descriptors. These methods were evaluated on four UAV datasets, with results showing that the learned methods have superior performance.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2021)

Article Remote Sensing

Feature detection and description for image matching: from hand-crafted design to deep learning

Lin Chen et al.

Summary: In feature based image matching, distinctive features in images are detected and represented by feature descriptors. Matching is then carried out by assessing the similarity of the descriptors of potentially conjugate points. The evolution from hand-crafted feature descriptors, e.g. SIFT, to machine learning and deep learning based descriptors is discussed in detail, along with the advantages and challenges of different approaches.

GEO-SPATIAL INFORMATION SCIENCE (2021)

Article Geography, Physical

GEOMETRIC MODELLING AND CALIBRATION OF A SPHERICAL CAMERA IMAGING SYSTEM

Derek D. Lichti et al.

PHOTOGRAMMETRIC RECORD (2020)

Article Geography, Physical

Reliable image matching via photometric and geometric constraints structured by Delaunay triangulation

San Jiang et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2019)

Article Geography, Physical

Integration of aerial oblique imagery and terrestrial imagery for optimized 3D modeling in urban areas

Bo Wu et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)

Article Geography, Physical

Rectified Feature Matching for Spherical Panoramic Images

T. Y. Chuang et al.

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2018)

Article Computer Science, Information Systems

Descriptor Matching for a Discrete Spherical Image With a Convolutional Neural Network

Yuhao Shan et al.

IEEE ACCESS (2018)

Article Archaeology

UAV PHOTOGRAMMETRY FOR ARCHAEOLOGICAL SITE SURVEY. 3D MODELS AT THE HIERAPOLIS IN PHRYGIA (TURKEY)

Filiberto Chiabrando et al.

VIRTUAL ARCHAEOLOGY REVIEW (2018)

Proceedings Paper Computer Science, Artificial Intelligence

BRISKS: Binary Features for Spherical Images on a Geodesic Grid

Hao Guan et al.

30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)

Article Computer Science, Artificial Intelligence

SPHORB: A Fast and Robust Binary Feature on the Sphere

Qiang Zhao et al.

INTERNATIONAL JOURNAL OF COMPUTER VISION (2015)

Article Geography, Physical

Comparison of Two Panoramic Sensor Models for Precise 3D Measurements

Shunping Ji et al.

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2014)

Article Computer Science, Artificial Intelligence

Speeded-Up Robust Features (SURF)

Herbert Bay et al.

COMPUTER VISION AND IMAGE UNDERSTANDING (2008)