{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,23]],"date-time":"2024-08-23T08:33:15Z","timestamp":1724401995439},"reference-count":33,"publisher":"MDPI AG","issue":"7","license":[{"start":{"date-parts":[[2014,7,8]],"date-time":"2014-07-08T00:00:00Z","timestamp":1404777600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"High-quality inner FoV (Field of View) stitching is currently a prerequisite step for photogrammetric processing and application of image data acquired by spaceborne TDI CCD cameras. After reviewing the technical development in the issue, we present an inner FoV stitching method based on sensor geometry and projection plane in object space, in which the geometric sensor model of spaceborne TDI CCD images is used to establish image point correspondence between the stitched image and the TDI CCD images, using an object-space projection plane as the intermediary. In this study, first, the rigorous geometric sensor model of the TDI CCD images is constructed. Second, principle and implementation of the stitching method are described. Third, panchromatic high-resolution (HR) images of ZY-1 02C satellite and triple linear-array images of ZY-3 satellite are utilized to validate the correctness and feasibility of the method. Fourth, the stitching precision and geometric quality of the generated stitched images are evaluated. All the stitched images reached the sub-pixel level in precision. In addition, the geometric models of the stitched images can be constructed with zero loss in geometric precision. Experimental results demonstrate the advantages of the method for having small image distortion when on-orbit geometric calibration of satellite sensors is available. Overall, the new method provide a novel solution for inner FoV stitching of spaceborne TDI CCD images, in which all the sub-images are projected to the object space based on the sensor geometry, performing indirect image geometric rectification along and across the target trajectory. At present, this method has been successfully applied in the daily processing system for ZY-1 02C and ZY-3 satellites.<\/jats:p>","DOI":"10.3390\/rs6076386","type":"journal-article","created":{"date-parts":[[2014,7,8]],"date-time":"2014-07-08T15:15:26Z","timestamp":1404832526000},"page":"6386-6406","source":"Crossref","is-referenced-by-count":26,"title":["Inner FoV Stitching of Spaceborne TDI CCD Images Based on Sensor Geometry and Projection Plane in Object Space"],"prefix":"10.3390","volume":"6","author":[{"given":"Xinming","family":"Tang","sequence":"first","affiliation":[{"name":"Satellite Surveying and Mapping Application Center, NASG, Beijing 101300, China"},{"name":"Key Laboratory of Satellite Mapping Technology and Application, NASG, Beijing 101300, China"}]},{"given":"Fen","family":"Hu","sequence":"additional","affiliation":[{"name":"Satellite Surveying and Mapping Application Center, NASG, Beijing 101300, China"},{"name":"Key Laboratory of Satellite Mapping Technology and Application, NASG, Beijing 101300, China"}]},{"given":"Mi","family":"Wang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Information Engineering, Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430072, China"}]},{"ORCID":"http:\/\/orcid.org\/0000-0001-6756-0692","authenticated-orcid":false,"given":"Jun","family":"Pan","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Information Engineering, Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430072, China"}]},{"given":"Shuying","family":"Jin","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Information Engineering, Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430072, China"}]},{"given":"Gang","family":"Lu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Satellite Mapping Technology and Application, NASG, Beijing 101300, China"},{"name":"Jiangsu Province Surveying and Mapping Engineering Institute, Nanjing 210013, China"}]}],"member":"1968","published-online":{"date-parts":[[2014,7,8]]},"reference":[{"key":"ref_1","first-page":"14","article-title":"Characteristics and main specifications of IKONOS and QuickBird2 satellite camera\u2014Some points for developing such like satellite camera","volume":"23","author":"Yang","year":"2002","journal-title":"Spacecr. Recover. Remote Sens"},{"key":"ref_2","unstructured":"Updike, T., and Comp, C. Radiometric Use of WorldView-2 Imagery, Technical Note (2010), DigitalGlobe, 1601 Dry Creek Drive Suite 260 Longmont, CO, USA, 80503. Available online: http:\/\/www.digitalglobe.com\/resources\/technical-information\/."},{"key":"ref_3","unstructured":"Jacobsen, K. Calibration of Optical Satellite Sensors. Available online: http:\/\/www.isprs.org\/proceedings\/2006\/euroCOW06\/euroCOW06_files\/papers\/CalSatJac_Jacobsen.pdf."},{"key":"ref_4","unstructured":"Materne, A., Bardoux, A., Geoffray, H., Tournier, T., Kubik, P., and Morris, D. (2006, January 27\u201330). Backthinned TDI CCD image sensor design and performance for the Pleiades high resolution earth observation satellites. Noordwijk, The Netherlands."},{"key":"ref_5","first-page":"89","article-title":"The progress of French remote sensing satellite\u2014From SPOT toward Pleiades","volume":"4","author":"Feng","year":"2007","journal-title":"Remote Sens. Inf"},{"key":"ref_6","unstructured":"Lussy, F.D., Philippe, K., Daniel, G., and V\u00e9ronique, P. Pleiades-HR Image System Products and Quality Pleiades-HR Image System Products and Geometric Accuracy. Available Online: http:\/\/www.isprs.org\/proceedings\/2005\/hannover05\/paper\/075-delussy.pdf."},{"key":"ref_7","first-page":"317","article-title":"China\u2019s first civilian three-line-array stereo mapping satellite ZY-3","volume":"41","author":"Li","year":"2012","journal-title":"Acta Geod. Cartogr. Sin"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1080\/19479832.2012.734340","article-title":"Triple linear-array imaging geometry model of ZIYuan-3 surveying satellite and its validation","volume":"41","author":"Tang","year":"2013","journal-title":"Int. J. Image Data Fusion"},{"key":"ref_9","unstructured":"Hu, F., Wang, M., and Jin, S.Y. (2009, January 9). An algorithm for mosaicking non-collinear TDI CCD images based on reference plane in object-space. Beijing, China."},{"key":"ref_10","first-page":"1694","article-title":"In-orbit calibration method based on empirical model for non-collinear TDI CCD camera","volume":"10","author":"Zhang","year":"2013","journal-title":"Int. J. Comput. Sci. Issues"},{"key":"ref_11","first-page":"1175","article-title":"On-orbit geometric calibration method of ZY1\u201302C panchromatic camera","volume":"17","author":"Yang","year":"2013","journal-title":"J. Remote Sens"},{"key":"ref_12","unstructured":"Hu, F. Research on Inner FOV Stitching Theories and Algorithms for Sub-Images of Three Non-collinear TDI CCD Chips. Ph.D. Dissertation, Wuhan University, Wuhan, 20 May 2010."},{"key":"ref_13","first-page":"19","article-title":"Analysis of image quality and processing method of a space-borne focal plane view splicing TDI CCD camera","volume":"41","author":"Long","year":"2011","journal-title":"Sci. China Inf. Sci"},{"key":"ref_14","first-page":"146","article-title":"Accuracy of rational function approximation in photogrammetry","volume":"33","author":"Yang","year":"2000","journal-title":"Int. Arch. Photogramm. Remote Sens"},{"key":"ref_15","first-page":"696","article-title":"Inner FOV stitching algorithm of spaceborne optical sensor based on the virtual CCD line","volume":"17","author":"Zhang","year":"2012","journal-title":"J. Image Graphics"},{"key":"ref_16","first-page":"516","article-title":"The geometrical model of sensor corrected products for ZY-3 satellite","volume":"42","author":"Pan","year":"2013","journal-title":"Acta Geod. Cartogr. Sin"},{"key":"ref_17","first-page":"374","article-title":"Image mosaic for TDI CCD push-broom camera image based on image matching","volume":"24","author":"Li","year":"2009","journal-title":"Remote Sens. Technol. Appl"},{"key":"ref_18","unstructured":"Lu, J.B. Automatic Mosaic Method of Large Field View and Multi-Channel Remote Sensing Images of TDICCD Cameras. Master\u2019s Thesis, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Jilin, China, 29 November 2010."},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Meng, W.C., Zhu, S.L., Zhu, B.S., and Bian, S.J. (2013). The research of TDI-CCDs imagery stitching using information mending algorithm. Proc. SPIE, 89081C.","DOI":"10.1117\/12.2033285"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1111\/j.1477-9730.2011.00665.x","article-title":"Review of developments in geometric modeling for high resolution satellite pushbroom sensors","volume":"27","author":"Poli","year":"2012","journal-title":"Photogramm. Record Spec. Issue"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"1893","DOI":"10.1080\/0143116031000101611","article-title":"Review article: Geometric processing of remote sensing images: Models, algorithms and methods","volume":"25","author":"Toutin","year":"2004","journal-title":"Int. J. Remote Sens"},{"key":"ref_22","unstructured":"Wolf, P.R., and Dewitt, B.A. (2000). Elements of Photogrammetry with Applications in GIS, McGraw-Hill. [3rd ed.]."},{"key":"ref_23","unstructured":"Weser, T., Rottensteiner, F., Willneff, J., and Fraser, C. (June, January 29). A generic pushbroom sensor model for high-resolution satellite imagery applied to SPOT5, Quickbird and ALOS data sets. Hannover, Germany."},{"key":"ref_24","first-page":"142","article-title":"The Affine projection model for sensor orientation: Experiences with high-resolution satellite imagery","volume":"35","author":"Yamakawa","year":"2004","journal-title":"Int. Arch. Photogramm. Remote Sens"},{"key":"ref_25","first-page":"1","article-title":"On-orbit geometric calibration and accuracy assessment of ZY-3","volume":"33","author":"Li","year":"2012","journal-title":"Spacecr. Recover. Remote Sens"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"4391","DOI":"10.3390\/rs6054391","article-title":"On-orbit geometric calibration model and its applications for high-resolution optical satellite imagery","volume":"6","author":"Wang","year":"2014","journal-title":"Remote Sens."},{"key":"ref_27","unstructured":"Zhang, G. Rectification for High Resolution Remote Sensing Image Under Lack of Ground Control Points. Ph.D. Dissertation, Wuhan University, Wuhan, 20 May 2005."},{"key":"ref_28","unstructured":"Zhang, C.S., Fraser, C.S., and Liu, S.J. (September, January 25). Interior orientation error modeling and correction for precise georeferencing of satellite imagery. Melbourne, VIC, Australia."},{"key":"ref_29","first-page":"1","article-title":"On-orbit geometric calibration of the orbview-3 high resolution imaging satellite","volume":"35","author":"Mulawa","year":"2004","journal-title":"Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1111\/j.1477-9730.2008.00493.x","article-title":"Orientation and self-calibration of ALOS PRISM imagery","volume":"23","author":"Kocaman","year":"2008","journal-title":"Photogramm. Rec"},{"key":"ref_31","unstructured":"Delussy, F., Greslou, D., Dechoz, C., Amberg, V., Delvit, J., Lebegue, L., Blanchet, G., and Fourest, S. (September, January 25). PLEIADES HR in-flight geometric calibration: Location and mapping of the focal plane. Melbourne, VIC, Australia."},{"key":"ref_32","first-page":"1347","article-title":"A comprehensive study of the rational function model for photogrammetric processing","volume":"67","author":"Tao","year":"2001","journal-title":"Photogramm. Eng. Remote Sens"},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"909","DOI":"10.14358\/PERS.71.8.909","article-title":"Bias-compensated RFMs for sensor orientation of high resolution satellite imagery","volume":"71","author":"Fraser","year":"2005","journal-title":"Photogramm. Eng. Remote Sens"}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/6\/7\/6386\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,2]],"date-time":"2024-06-02T16:59:45Z","timestamp":1717347585000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/6\/7\/6386"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,7,8]]},"references-count":33,"journal-issue":{"issue":"7","published-online":{"date-parts":[[2014,7]]}},"alternative-id":["rs6076386"],"URL":"https:\/\/doi.org\/10.3390\/rs6076386","relation":{},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,7,8]]}}}