Analysis and Compensation of Rolling Shutter Effect
Due to the sequential-readout structure of complementary metal-oxide semiconductor image sensor array, each scanline of the acquired image is exposed at a different time, resulting in the so-called electronic rolling shutter that induces geometric image distortion when the object or the video camera...
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| Veröffentlicht in: | IEEE transactions on image processing 2008-08, Vol.17 (8), p.1323-1330 |
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| container_title | IEEE transactions on image processing |
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| creator | Chia-Kai Liang Li-Wen Chang Chen, H.H. |
| description | Due to the sequential-readout structure of complementary metal-oxide semiconductor image sensor array, each scanline of the acquired image is exposed at a different time, resulting in the so-called electronic rolling shutter that induces geometric image distortion when the object or the video camera moves during image capture. In this paper, we propose an image processing technique using a planar motion model to address the problem. Unlike previous methods that involve complex 3-D feature correspondences, a simple approach to the analysis of inter- and intraframe distortions is presented. The high-resolution velocity estimates used for restoring the image are obtained by global motion estimation, Bezier curve fitting, and local motion estimation without resort to correspondence identification. Experimental results demonstrate the effectiveness of the algorithm. |
| doi_str_mv | 10.1109/TIP.2008.925384 |
| format | Article |
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In this paper, we propose an image processing technique using a planar motion model to address the problem. Unlike previous methods that involve complex 3-D feature correspondences, a simple approach to the analysis of inter- and intraframe distortions is presented. The high-resolution velocity estimates used for restoring the image are obtained by global motion estimation, Bezier curve fitting, and local motion estimation without resort to correspondence identification. 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Experimental results demonstrate the effectiveness of the algorithm.</description><subject>Algorithms</subject><subject>Applied sciences</subject><subject>Cameras</subject><subject>CMOS image sensors</subject><subject>CMOS process</subject><subject>CMOS technology</subject><subject>Complementary metal-oxide semiconductor (CMOS) sensor array</subject><subject>Detection, estimation, filtering, equalization, prediction</subject><subject>Distortion</subject><subject>Electronics</subject><subject>Exact sciences and technology</subject><subject>Image Enhancement - methods</subject><subject>Image Interpretation, Computer-Assisted - methods</subject><subject>Image processing</subject><subject>Image sensors</subject><subject>Information, signal and communications theory</subject><subject>Layout</subject><subject>Metal oxide semiconductors</subject><subject>Miscellaneous</subject><subject>MOS devices</subject><subject>motion analysis</subject><subject>Motion estimation</subject><subject>Photography - instrumentation</subject><subject>Photography - methods</subject><subject>Reproducibility of Results</subject><subject>rolling shutter</subject><subject>Semiconductors</subject><subject>Sensitivity and Specificity</subject><subject>Sensor arrays</subject><subject>Shutters</subject><subject>Signal and communications theory</subject><subject>Signal processing</subject><subject>Signal, noise</subject><subject>Telecommunications and information theory</subject><issn>1057-7149</issn><issn>1941-0042</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2008</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><sourceid>EIF</sourceid><recordid>eNp90M1LwzAYx_EgipsvZw-CFEE9dXuSJ2mT4xhTBwNF57mkaaodfZlNe9h_b8bGBA-eEsgnv8OXkCsKI0pBjZfz1xEDkCPFBEp-RIZUcRoCcHbs7yDiMKZcDciZcysAygWNTsmAyggZcjYkOKl1uXGFC3SdBdOmWtva6a5o6qDJg7emLIv6M3j_6rvOtsEsz63pLshJrktnL_fnOfl4nC2nz-Hi5Wk-nSxCw7noQsYkNVxwzYQGRKPSlEGeK9SpRRqlyphUo4isBg4clZSUo0azRXFmMzwnD7vdddt899Z1SVU4Y8tS17bpXSIlRDyOpPLy_l8ZKaRxLMDD2z9w1fStT-DXIkTBqKIejXfItI1zrc2TdVtUut0kFJJt9sRnT7bZk112_-NmP9unlc1-_b6zB3d7oJ3RZd7q2hTu4BgIkFxK7653rrDWHp59RBVziT9Va5CY</recordid><startdate>20080801</startdate><enddate>20080801</enddate><creator>Chia-Kai Liang</creator><creator>Li-Wen Chang</creator><creator>Chen, H.H.</creator><general>IEEE</general><general>Institute of Electrical and Electronics Engineers</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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| subjects | Algorithms Applied sciences Cameras CMOS image sensors CMOS process CMOS technology Complementary metal-oxide semiconductor (CMOS) sensor array Detection, estimation, filtering, equalization, prediction Distortion Electronics Exact sciences and technology Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Image processing Image sensors Information, signal and communications theory Layout Metal oxide semiconductors Miscellaneous MOS devices motion analysis Motion estimation Photography - instrumentation Photography - methods Reproducibility of Results rolling shutter Semiconductors Sensitivity and Specificity Sensor arrays Shutters Signal and communications theory Signal processing Signal, noise Telecommunications and information theory |
| title | Analysis and Compensation of Rolling Shutter Effect |
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