Automatic 3D object recognition and reconstruction based on neuro-fuzzy modelling

ISPRS Journal of Photogrammetry and Remote Sensing

Volumn 59, Issue 5, 2005, Pages 255-277

  Samadzadegan, Farhad ^a   Azizi, Ali ^a   Hahn, Michael ^b   Lucas, Curo ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

^b STUTTGART UNIVERSITY OF APPLIED SCIENCES   (Germany)

Author keywords

Adaptive network; Extraction; Fuzzy logic; Fuzzy reasoning; Learning; Neuro fuzzy modelling; Recognition; Reconstruction; Virtual cities

Indexed keywords

AERIAL PHOTOGRAPHY; COMPUTER VISION; FUZZY SETS; NEURAL NETWORKS;

FUZZY REASONING PROCESS; OBJECT RECOGNITION AND RECONSTRUCTION (ORR); SPECTRAL INFORMATION; VIRTUAL CITIES;

OBJECT RECOGNITION;

IMAGE PROCESSING; MODELING; PATTERN RECOGNITION; PHOTOGRAMMETRY;

EID: 22544443959     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2005.02.010     Document Type: Article

References (56)

1. P. Axelsson Interactive 3D extension of 2D map data using momo images International Archives of Photogrammetry and Remote Sensing 32 Part B3-4W2 1997 145 150
2. C. Baillard, C. Schmid, A. Zisserman, and A. Fitzgibbon Automatic line matching and 3D reconstruction of buildings from multiple views International Archives of Photogrammetry and Remote Sensing 32 Part 3-2W5 1999 69 80
3. E. Baltsavias, and M. Hahn Integrating spatial information and image analysis-one plus one makes ten International Archives of Photogrammetry and Remote Sensing 33 Part B2 2000 63 74
4. E. Baltsavias W. Eckstein E. Gülch M. Hahn D. Stallmann K. Tempfli R. Welch 3D Reconstruction and Modeling of Topographic Objects International Archives of Photogrammetry and Remote Sensing vol. 32, Part B3-4W2 1997
5. C. Brenner, and N. Haala Fast production of virtual reality city models International Archives of Photogrammetry and Remote Sensing 32 Part 4 1998 77 84
6. C. Brenner, and N. Haala Automated reconstruction of 3D city models M. Abdelguerfi 3D Synthetic Environment Reconstruction 2001 Kluwer Academic Publishers Doordrecht 75 101
7. A. Brunn, and U. Weidner Extracting buildings from digital surface models International Archives of Photogrammetry and Remote Sensing 32 Part B3-4W2 1997 27 34
8. K.R. Castleman Digital Image Processing 1996 Prentice Hall Publication Upper Saddle River, NJ, USA
9. R. Chellappa, Q. Zheng, L.S. Davis, C.L. Lin, X. Zhang, C. Rodriguez, A. Rosenfeld, and T. Moore Site-model-based monitoring of aerial images Proc. DARPA Workshop on Image 1994 295 318
10. de Gunst, M., 1996. Knowledge-based interpretation of aerial images for updating road maps. PhD thesis, Delft Univ. of Technology, Faculty of Geodetic Eng., Netherlands Geodetic Commission. New Series, Vol. 44, 184 pp.
11. A. Fischer, T.H. Kolbe, F. Lang, A.B. Cremers, W. Förstner, L. Plümer, and V. Steinhag Extracting buildings from aerial images using hierarchical aggregation in 2D and 3D Computer Vision and Image Understanding 72 2 1998 195 203
12. A. Fischer, T.H. Kolbe, and F. Lang On the use of geometric and semantic models for component-based building reconstruction W. Förstner C.E. Liedtke J. Buckner Semantic Modeling for the Acquisition of Topographic Information from Images and Maps (SMATI'99) 1999 Birkhaeuser Verlag Basel 101 119
13. W. Förstner L. Plümer Semantic Modeling for the Acquisition of Topographic Information from Images and Maps (SMATI'97) 1997 Birkhaeuser Verlag Basel
14. W. Förstner C.E. Liedtke J. Buckner Semantic Modeling for the Acquisition of Topographic Information from Images and Maps (SMATI'99) 1999 Birkhaeuser Verlag Basel
15. D. Fritsch, and B. Ameri Geometric characteristics of digital surfaces: a key towards 3D building reconstruction International Archives of Photogrammetry and Remote Sensing 32 Part 3/1 1998 119 126
16. P. Fua, and A. Hanson Extracting generic shapes using model-driven optimization Proc. DAPRA Image Understanding Workshop 1988 Morgan Kaufmann Publishers San Francisco 994 1004
17. R.C. Gonzalez, and R. Woods Digital Image Processing 1993 Addison-Wesley Publishing Reading, MA, USA
18. S. Growe Knowledge based interpretation of multisensor and multitemporal remote sensing images International Archives of Photogrammetry and Remote Sensing 32 Part 7-4-3 W6 1999 130 138
19. A. Grün O. Kübler P. Agouris Automatic Extraction of Man-made Objects from Aerial and Space Images 1995 Birkhaeuser Verlag Basel
20. E. Gülch, H. Müller, and T. Läbe Integration of automatic processes into semi-automatic building extraction International Archives of Photogrammetry and Remote Sensing 32 Part 3-2W5 1999 177 186
21. N. Haala 3D building reconstruction using linear edge segments D. Fritsch D. Hobbie Photogrammetric Week '95 1995 Wichmann Verlag Heidelberg 19 28
22. N. Haala, and K.-H. Anders Acquisition of 3D urban models by analysis of aerial images, digital surface models and existing 2D building information Proc. Conference on Integrating Photogrammetric Techniques with Scene Analysis and Machine Vision III, Orlando, Florida Proc. SPIE vol. 3072 1997 212 222
23. N. Haala, and C. Brenner Extraction of buildings and trees in urban environments ISPRS Journal of Photogrammetry and Remote Sensing 54 2-3 1999 130 137
24. N. Haala, C. Brenner, and K.-H. Anders 3D urban GIS from laser altimeter and 2D map data International Archives of Photogrammetry and Remote Sensing 32 Part 3/1 1998 339 346
25. M. Hahn, and E. Baltsavias Cooperative algorithms and techniques of image analysis and GIS International Archives of Photogrammetry and Remote Sensing 32 Part 4 1998 210 217
26. M. Hahn, and C. Stätter A scene labeling strategy for terrain feature extraction using multisource data International Archives of Photogrammetry and Remote Sensing 32 Part 3/1 1998 435 441
27. C. Jaynes, A. Hanson, and E. Riseman Model-based surface recovery of buildings in optical and range images W. Förstner L. Plümer Semantic Modeling for the Acquisition of Topographic Information from Images and Maps (SMATI'97) 1997 Birkhaeuser Verlag Basel 212 227
28. M.J.P.M. Lemmens, H. Deijkers, and P.A.M. Looman Building detection by fusing airborne laser-altimeter DEMs and 2D digital maps International Archives of Photogrammetry and Remote Sensing 32 Part 3-4W2 1997 42 49
29. C.-T. Lin, and C.S.G. Lee Neural Fuzzy Systems 1996 Prentice Hall Publication Upper Saddle River, NJ, USA
30. H.G. Maas Closed solutions for the determination of parametric building models from invariant moments of airborne laser scanner data International Archives of Photogrammetry and Remote Sensing 32 Part 3-4W5 1999 193 199
31. H. Maître, I. Bloch, H. Moissinac, and C. Gouinaud Cooperative use of aerial images and maps for the interpretation of urban scenes A. Gruen E.P. Baltsavias O. Henricsson Automatic Extraction of Man-Made Objects from Aerial and Space Images (II) 1995 Birkhaeuser Verlag Basel 297 306
32. W. Mueller, and J. Olson Model-based feature extraction Proc. Conference on Integrating Photogrammetric Techniques with Scene Analysis and Machine Vision Proc. SPIE vol. 1944 1993 263 272
33. S. Nebiker, and A. Carosio Automatic extraction and structuring of objects from scanned topographic maps-an alternative to the extraction from aerial and space images A. Gruen E.P. Baltsavias O. Henricsson Automatic Extraction of Man-Made Objects from Aerial and Space Images (II) 1995 Birkhaeuser Verlag Basel 287 296
34. R. Nevatia, C. Lin, and A. Huertas A system for building detection from aerial images A. Gruen E.P. Baltsavias O. Henricsson Automatic Extraction of Man-Made Objects from Aerial and Space Images (II) 1997 Birkhaeuser Verlag Basel 77 86
35. J.L. Parker Algorithms for Image Processing and Computer Vision 1997 John Wiley & Sons, Inc. New York
36. B. Plietker Semiautomatic revision of street objects in ATKIS database DLM 25/1 International Archives of Photogrammetry and Remote Sensing 30 Part 4 1994 311 317
37. N. Prechtel, and O. Bringman Near-real-time road extraction from satellite images using vector reference data International Archives of Photogrammetry and Remote Sensing 32 Part 2 1998 229 234
38. K. Price, and A. Huertas Using perceptual grouping to detect objects in aerial scenes International Archives of Photogrammetry and Remote Sensing 29 Part B3 1992 842 855
39. F. Quint, and M. Sties Map-based semantic modelling for the extraction of objects from aerial images A. Gruen E.P. Baltsavias O. Henricsson Automatic Extraction of Man-Made Objects from Aerial and Space Images (II) 1995 Birkhaeuser Verlag Basel 307 316
40. J.-S. Roger Jang ANFIS: adaptive-network-based fuzzy inference systems IEEE Transactions on Systems, Man, and Cybernetics 23 3 1993 665 685
41. Samadzadegan, F., 2002. Automatic 3D Object Recognition and Reconstruction Based on Artificial Intelligence and Information Fusion Techniques. PhD thesis, Tehran University, Faculty of Engineering, Dept. of Geomatics Engineering.
42. F. Samadzadegan, M. Rezaeian, and M. Hahn A robust automatic digital terrain modeling method based on fuzzy logic International Archives of Photogrammetry and Remote Sensing 33 Part B3/2 2000 799 806
43. Schenk, T., 2003. From data to information and knowledge. In: Proceedings of Joint ISPRS Workshop "Challenges in Geospatial Analysis, Integration and Visualization II", Stuttgart, September 8-9, pp. 105-110. Available at http://www.iuw.uni-vechta.de/personal/geoinf/jochen/zzz_html/ isprs03_papers_topics.htm (accessed 16 February 2005).
44. K.-J. Schilling, and Th. Vögtle An approach for the extraction of settlement areas A. Gruen E.P. Baltsavias O. Henricsson Automatic Extraction of Man-Made Objects from Aerial and Space Images (II) 1997 Birkhaeuser Verlag Basel 333 342
45. J. Shufelt, and D. McKeown Fusion of monocular cues to detect man-made structures in aerial images CVGIP. Image Understanding 57 3 1993 307 330
46. A. Solberg, A.K. Jain, and T. Taxt Fusion of multitemporal satellite images and GIS data for land-use classification Proc. of 8th Scandinavian Conference on Image Analysis, Tromsø, Norway, 25-28 May 1993 691 696
47. U. Stilla Map-aided structural analysis of aerial images ISPRS Journal of Photogrammetry and Remote Sensing 50 4 1995 3 10
48. U. Stilla, and K. Jurkiewicz Automatic reconstruction of roofs from maps and elevation data International Archives of Photogrammetry and Remote Sensing 32 Part 7-4-3 W6 1999 139 143
49. T. Takagi, and M. Sugeno Derivation of fuzzy control rules from human operator's control actions Proc. of the IFAC Symp. on Fuzzy Information, Knowledge Representation and Decision Analysis 1983 55 60
50. R. Tönjes, and S. Growe Knowledge based road extraction from multisensor imagery International Archives of Photogrammetry and Remote Sensing 32 Part 3/1 1998 387 393
51. G. Vosselman Building reconstruction using planar faces in very high density height data International Archives of Photogrammetry and Remote Sensing 32 Part 3-4W2 1999 87 92
52. V. Walter Automated GIS data collection and update D. Fritsch R. Spiller Photogrammetric Week '9 1999 Wichmann Verlag Heidelberg 267 280
53. H. Widman, and P. Axelsson Finding 3D-structures in multiple aerial images using lines and regions International Archives of Photogrammetry and Remote Sensing 29 Part B3 1996 953 959
54. L.A. Zadeh Fuzzy sets Journal of Information and Control 8 3 1965 338 353
55. C. Zhang, and E.P. Baltsavias Knowledge-based image analysis for 3D edge extraction and road reconstruction International Archives of Photogrammetry and Remote Sensing 33 Part B3/2 2000 1008 1015
56. H.-J. Zimmermann Fuzzy Set Theory and Its Applications 1996 Kluwer Academic Publishers Doordrecht