Coupling ground-level panoramas and aerial imagery for change detection

Geo-Spatial Information Science

Volumn 19, Issue 3, 2016, Pages 222-232

  Ghouaiel, Nehla ^a   Lefèvre, Sébastien ^a  

^a UNIVERSITÉ DE BRETAGNE SUD   (France)

Author keywords

change detection; crowdsourcing; Image analysis; mobile mapping; panoramic photos; remote sensing

Indexed keywords

AERIAL PHOTOGRAPHY; AGRICULTURAL ROBOTS; CROWDSOURCING; IMAGE ANALYSIS; MAPPING; MOBILE ANTENNAS; REMOTE SENSING;

CHANGE DETECTION; HIGH SPATIAL RESOLUTION; INVERSE PERSPECTIVE MAPPINGS; LOW-COST SOLUTION; MOBILE MAPPING; MOBILE TECHNOLOGY; PANORAMIC PHOTOS; REMOTELY SENSED IMAGES;

IMAGE ACQUISITION;

IMAGE ANALYSIS; IMAGE RESOLUTION; IMAGERY; MAPPING; PHOTOGRAPH; REMOTE SENSING;

EID: 84992021921     PISSN: 10095020     EISSN: None     Source Type: Journal    
DOI: 10.1080/10095020.2016.1244998     Document Type: Article

References (28)

1. A.Agarwal, C.V.Jawahar, and P.J.Narayanan. 2005. “A Survey of Planar Homography Estimation Techniques.” Technical Report IIIT/TR/2005/12.2005. Centre for Visual Information Technology, International Institute of Information Technology.
2. O.Augereau, N.Journet, and J.P.Domenger. 2013. “Semi-structured Document Image Matching and Recognition.” In SPIE Conference on Document Recognition and Retrieval, 1–12, Vol. 8658, Burlingame, CA, February 3–4.
3. M.Bansal, H.S.Sawhney, H.Cheng, and K.Daniilidis. 2011. “Geo-localization of Street Views with Aerial Image Databases.” In ACM International Conference on Multimedia, 1125–1128, New York:ACM.
4. D.Crandall, L.Backstrom, D.Huttenlocher, and J.Kleinberg. 2009. “Mapping the World’s Photos.” In International Conference on World Wide Web, 761–770. New York:ACM.
5. M.Fischler, and R.Bolles. 1981. “Random Sample Consensus:A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography.” Communications of the ACM 24 (6):381–395.
6. M.Goodchild, 2007. “Citizens as Sensors:Web 2.0 and the Volunteering of Geographic Information.” International Review of Geographical Information Science and Technology 7:8–10.
7. J.Hays, and A.Efros. 2008. “Im2gps:Estimating Geographic Information from a Single Image.” In IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, June 24--26. 1–8.
8. P.Hough,. 1962. A Method and Means for Recognizing Complex Patterns. US Patent 3,069,654.
9. S.Lee, H.Zhang, and D.J.Crandall. 2015. “Predicting Geo-informative Attributes in Large-scale Image Collections Using Convolutional Neural Networks. In IEEE Winter Conference on Applications of Computer Vision (WACV), 550–557, Waikoloa Beach, HI, January 6--9.
10. D.Leung, and S.Newsam. 2010. “Proximate Sensing:Inferring What-is-where from Georeferenced Photo Collections.” In IEEE Conference on Computer Vision and Pattern Recognition, 2955–2962, San Francisco, CA, June 13--18.
11. W.Liu, and F.Yamazaki. 2011. “Urban Monitoring and Change Detection of Central TOkyo Using High-resolution X-band SAR Images.” In IEEE International Geoscience and Remote Sensing Symposium, 2133–2136, Vancouver, July 24--29.
12. L.Loschky, R.Ringer, K.Ellis, and B.Hansen. 2015. “Comparing Rapid Scene Categorization of Aerial and Terrestrial Views:A New Perspective on Scene Gist.” Journal of Vision 15 (6):11. doi:10.1167/15.6.11.
13. D.Lowe, 2004. “Distinctive Image Features from Scale-invariant Keypoints.” International Journal of Computer Vision 60:91–110.
14. E.Moxley, J.Kleban, and B.S.Manjunath. 2008. “Spirittagger:A Geo-aware Tag Suggestion Tool Mined from Flickr.” In ACM International Conference on Multimedia Information Retrieval, 23–30, Vancouver, October 30--31.
15. A.Muad, A.Hussain, S.Abdul Samad, M.Mustaffa, and B.Majlis. 2004. “Implementation of Inverse Perspective Mapping Algorithm for the Development of an Automatic Lane Tracking System.” In IEEE TENCON, 207–210, Vol. 1, Chiang Mai, Thailand, November, 21--24.
16. M.Muja, and D.Lowe. 2009. “Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration.” In International Conference on Computer Vision Theory and Applications, 331–340, Lisbon, Portugal, February 5--8.
17. C.Murdock, N.Jacobs, and R.Pless. 2013. “Webcam2Satellite:Estimating Cloud Maps from Webcam Imagery.” In IEEE Workshop on Applications of Computer Vision (WACV), 214–221, Clearwater Beach, FL, January 15--17.
18. C.Murdock, N.Jacobs, and R.Pless. 2015. “Building Dynamic Cloud Maps from the Ground Up.” In IEEE International Conference on Computer Vision (ICCV), 684–692, Santiago, Chile, December 11--18.
19. T.Quack, B.Leibe, and L.Van Gool. 2008. “World-scale Mining of Objects and Events from Community Photo Collections.” In International Conference on Content-based Image and Video Retrieval, 47–56, Niagara Falls, Canada, July 7--9.
20. A.Quattoni, M.Collins, and T.Darrell. 2004. “Conditional Random Fields for Object Recognition.” In NIPS (Conference and Workshop on Neural Information Processing Systems), 1097–1104, Whistler, BC, Canada, December 17.
21. R.Shirvany, M.Chabert, F.Chatelain, and J.Y.Tourneret. 2010. “Maximum Likelihood Estimation of the Polarization Degree from Two Multi-look Intensity Images.” In IEEE International Conference on Acoustics, Speech, and Signal Processing, 1198–1201, Dallas, TX, March 14--19.
22. C.Silpa-Anan, and R.Hartley. 2008. “Optimised KD-trees for Fast Image Descriptor Matching.” In IEEE Conference on Computer Vision and Pattern Recognition, 1–8, Vol. 60, Anchorage, AK, June 24--26.
23. A.Viswanathan, B.R.Pires, and D.Huber. 2014. “Vision Based Robot Localization by Ground to Satellite Matching in GPS-denied Situations.” In IEEE/RSJ International Conference on Intelligent Robots and Systems, 192–198, Chicago, IL, September 14--18.
24. S.Workman, R.Souvenir, and N.Jacobs. 2015. “Wide-area Image Geolocalization with Aerial Reference Imagery.” In IEEE International Conference on Computer Vision (ICCV), 3961–3969, Santiago, Chile, December 11--18.
25. J.Xiao,. 2012. “3D Geometry for Panorama.” Accessed March 16 2016. http://panocontext.cs.princeton.edu/panorama.pdf
26. J.Xiao, K.Ehinger, A.Oliva, and A.Torralba. 2012. “Recognizing Scene Viewpoint Using Panoramic Place Representation.” In IEEE Conference on Computer Vision and Pattern Recognition, 2695–2702, Providence, RI, June 16--21.
27. L.Xie, and S.Newsam. 2011. “IM2MAP:Deriving Maps from Georeferenced Community Contributed Photo Collections.” In ACM SIGMM International Workshop on Social Media, 29–34, Scottsdale, AZ, November 28--December 1.
28. Q.Xu, and L.Karam. 2013. “Change Detection on SAR Images by a Parametric Estimation of the KL-divergence Between Gaussian Mixture Models.” In IEEE International Conference on Acoustics, Speech and Signal Processing, 1109–1113, Vancouver, May 26--31.