22.4.7 CMU Building Systems

Chapter Contents (Back)
Aerial Image Analysis. Remote Sensing. Building Recognition. Recognize Buildings.

Irvin, R.B., and McKeown, D.M.,
Methods for Exploiting the Relationship between Buildings and Their Shadows in Aerial Imagery,
SMC(19), No. 6, November/December 1989, pp. 1564-1575. BibRef 8911
And: CMU-CS-TR-88-200, December 1988. Shape from Shadows. Use shadows for heights and extraction. building scenes reconstructed. BibRef

Roux, M., McKeown, D.M.,
Feature Matching for Building Extraction from Multiple Views,
ARPA94(I:331-349). BibRef 9400
And: CVPR94(46-53).
IEEE DOI Find features (corners), filter by stereo height or type BibRef

McGlone, J.C., Shufelt, J.A.,
Projective and Object Space Geometry for Monocular Building Extraction,
CVPR94(54-61).
IEEE DOI BibRef 9400
And: CMU-CS-TR-94-118. March 1994. BibRef

McGlone, J.C., and Shufelt, J.A.,
Incorporating Vanishing Point Geometry into a Building Extraction System,
DARPA93(437-448). BibRef 9300
And:
Incorporating Vanishing-Point Geometry in Building Extraction Techniques,
SPIE(1944), 1993, pp. 273-284. System: BABE. Verification of predicted buildings. BibRef

McGlone, J.C.,
Bundle Adjustment with Geometric Constraints for Hypothesis Evaluation,
ISPRS96(B3-III, 529-534). BibRef 9600
And:
Bundle Adjustment with Object Space Constraints for Site Modeling,
SPIE(2486), April 1995, pp. 25-36. Camera Calibration. BibRef

Shufelt, J.A., and McKeown, D.M.,
Fusion of Monocular Cues to Detect Man-Made Structures in Aerial Imagery,
CVGIP(57), No. 3, May 1993, pp. 307-330.
DOI Link BibRef 9305
Earlier: CMU-CS-TR-90-194, CMU CS Dept., September 1990. BibRef
And: DARPA90(692-705). Complete analysis of building structures, stereo, shadows, etc. BibRef

Shufelt, J.A.[Jefferey A.],
Geometric Constraints for Object Detection and Delineation,
KluwerNovember 1999, ISBN 0-7923-8681-7. BibRef 9911

Shufelt, J.A.[Jefferey A.],
Geometric Constraints on Hypothesis Generation for Monocular Building Extraction,
SPIE(3072), April 1997, pp. 231-250. BibRef 9704

Shufelt, J.A.[Jefferey A.],
Performance Evaluation and Analysis of Monocular Building Extraction from Aerial Imagery,
PAMI(21), No. 4, April 1999, pp. 311-326.
IEEE DOI End-to-end analysis of 4 different extraction systems with image and object space metrics. (All CMU systems.) BUILD: See also Toward Automatic Cartographic Feature Extraction. SHAVE: (add shadows) See also Methods for Exploiting the Relationship between Buildings and Their Shadows in Aerial Imagery. VHBUILD (add oblique): See also Projective and Object Space Geometry for Monocular Building Extraction. and PIVOT (with vanishing points): See also Projective Geometry and Photometry for Object Detection and Delineation. BibRef 9904

Shufelt, J.A.[Jefferey A.],
Projective Geometry and Photometry for Object Detection and Delineation,
Ph.D.Thesis, CMU, July 1996, BibRef 9607 CMU-CS-TR-96-164, July 1996. BibRef

Shufelt, J.A.[Jefferey A.],
Performance Evaluation and Analysis of Vanishing Point Detection Techniques,
PAMI(21), No. 3, March 1999, pp. 282-288.
IEEE DOI BibRef 9903 ARPA96(1113-1132). Vanishing Points. Analysis for building extraction Conclusions: Collins and Weiss ( See also Vanishing Point Calculation as a Statistical Inference on the Unit Sphere. ) -- Statistical estimation, fails in absence of strong perspective effects. Primitive-based (in the paper) improves results. Probability masking helps ( See also Contribution to the Determination of Vanishing Points Using Hough Transform. ). BibRef

McKeown, D.M., McVay, C.A.[Clifford A.], and Lucas, B.D.,
Stereo Verification in Aerial Image Analysis,
OptEng(25), No. 3, March 1986, pp. 333-346. BibRef 8603
Earlier: DARPA85(310-326). Application, Cartography. Combine stereo analysis system to confirm the building hypothesis. BibRef

McKeown, D.M.,
Concept Maps,
DARPA82(142-153). BibRef 8200

McKeown, Jr., D.M., McGlone, J.C., Cochran, S.D., Hsieh, Y.C., Roux, M., Shufelt, J.A.,
Automatic Cartographic Feature Extraction Using Photogrammetric Principles,
Digital Photogrammetry: An Addendum to the Manual of Photogrammetry, American Society for Photogrammetry and Remote Sensing. 1996, pp. 195-211.
HTML Version. BibRef 9600

McKeown, D.M.[David M.], Bulwindle, G.E.[G. Edward], Cochran, S.D.[Steven D.], Harvey, W.A.[Wilson A.], McGlone, J.C.[J. Chris], and Shufelt, J.A.[Jefferey A.],
Performance Evaluation for Automatic Feature Extraction,
ISPRS00(B2, 379-394),
HTML Version. BibRef 0001

McKeown, D.M.[David M.], McGlone, J.C.[J. Chris], Cochran, S.D.[Steven Douglas], Harvey, W.A.[Wilson A.], Shufelt, J.A.[Jefferey A.], Yocum, D.[Daniel],
Automated Cartographic Feature Attribution Using Panchromatic and Hyperspectral Imagery,
DARPA98(517-536). BibRef 9800
And: CMU-CS-TR--98-161. September 1998.
HTML Version. Classification of roads and buildings BibRef

Chapter on Cartography, Aerial Images, Remote Sensing, Buildings, Roads, Terrain, ATR continues in
UMass Building Extraction Systems .


Last update:Jan 11, 2017 at 16:41:39