A shadow processing method of high spatial resolution remote sensing image

The shadows on the High Spatial Resolution Remote Sensing Image (HSRRSI) have negative effects and building shadows of large area on HSRRSI (up to 30% in some cases) are one of the biggest obstructions. This paper introduces a semi-automated method for shadow removal in high spatial resolution satellite image. At first, the image consists of three parts: shadow regions, non-shadowed regions and transition regions through semi-automated human-computer interaction. Then the shadow regions are equalized to the non-shadowed regions through histogram transformation. At last, post-processing on the shadow regions edges gets the result of a smooth image without shadows. The experiment results show that this method is valid.

[1]  Jiann-Yeou Rau,et al.  A unified solution for digital terrain model and orthoimage generation from SPOT stereopairs , 1993, IEEE Trans. Geosci. Remote. Sens..

[2]  S. Grzybowski,et al.  Electrical Breakdown Strength of Paper-Oil Insulation under Pulsating Voltages , 1987, IEEE Transactions on Electrical Insulation.

[3]  Liang Tang,et al.  Detection of and compensation for shadows in colored urban aerial images , 2004, Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788).

[4]  N. Otsu A threshold selection method from gray level histograms , 1979 .

[5]  B.S. Bernstein Cable testing: can we do better? , 1994, IEEE Electrical Insulation Magazine.

[6]  David W. Paglieroni Directional Distance Transforms and Height Field Preprocessing for Efficient Ray Tracing , 1997, CVGIP Graph. Model. Image Process..

[7]  Victor J. D. Tsai,et al.  A comparative study on shadow compensation of color aerial images in invariant color models , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[8]  Yan Li,et al.  A SYSTEM OF THE SHADOW DETECTION AND SHADOW REMOVAL FOR HIGH RESOLUTION CITY AERIAL PHOTO , 2004 .

[9]  Alessandro Rizzi,et al.  A computational approach to color adaptation effects , 2000, Image Vis. Comput..

[10]  Makoto Nagao,et al.  Region extraction and shape analysis in aerial photographs , 1979 .

[11]  Theodosios Pavlidis,et al.  Use of Shadows for Extracting Buildings in Aerial Images , 1990, Comput. Vis. Graph. Image Process..

[13]  Peng Gong,et al.  Integrated shadow removal based on photogrammetry and image analysis , 2005 .

[14]  David W. Paglieroni,et al.  Height distributional distance transform methods for height field ray tracing , 1994, TOGS.

[15]  Pooya Sarabandi,et al.  Shadow detection and radiometric restoration in satellite high resolution images , 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

[16]  Mark S. Drew,et al.  Removing Shadows From Images using Retinex , 2002, CIC.

[17]  David W. Paglieroni A Complexity Analysis for Directional Parametric Height Field Ray Tracing , 1999, Graph. Model. Image Process..

[18]  Brian V. Funt,et al.  Color constancy under varying illumination , 1995, Proceedings of IEEE International Conference on Computer Vision.