Please use this identifier to cite or link to this item:
https://hdl.handle.net/1959.11/14163
Title: | A new method for compression of remote sensing images based on an enhanced differential pulse code modulation transformation | Contributor(s): | Ghamisi, Pedram (author); Sepehrband, Farshid (author); Kumar, Lalit (author) ; Couceiro, Micael S (author); Martins, Fernando M L (author) | Publication Date: | 2013 | Open Access: | Yes | DOI: | 10.2306/scienceasia1513-1874.2013.39.546 | Handle Link: | https://hdl.handle.net/1959.11/14163 | Abstract: | Remote sensing sensors generate useful information about climate and the Earth's surface, and are widely used in resource management, agriculture, and environmental monitoring. Compression of the RS data helps in long-term storage and transmission systems. Lossless compression is preferred for high-detail data, such as from remote sensing. In this paper, a less complex and efficient lossless compression method for images is introduced. It is based on improving the energy compaction ability of prediction models. The proposed method is applied to image processing, RS grey scale images, LiDAR rasterized data, and hyperspectral images. All the results are evaluated and compared with different lossless JPEG and a lossless version of JPEG2000, thus confirming that the proposed lossless compression method leads to a high speed transmission system because of a good compression ratio and simplicity. | Publication Type: | Journal Article | Source of Publication: | ScienceAsia, 39(5), p. 546-555 | Publisher: | Science Society of Thailand under the Patronage of His Majesty the King | Place of Publication: | Thailand | ISSN: | 1513-1874 | Fields of Research (FoR) 2008: | 090905 Photogrammetry and Remote Sensing 090903 Geospatial Information Systems |
Fields of Research (FoR) 2020: | 401304 Photogrammetry and remote sensing 401302 Geospatial information systems and geospatial data modelling |
Socio-Economic Objective (SEO) 2008: | 960501 Ecosystem Assessment and Management at Regional or Larger Scales 960906 Forest and Woodlands Land Management |
Socio-Economic Objective (SEO) 2020: | 180403 Assessment and management of Antarctic and Southern Ocean ecosystems 180607 Terrestrial erosion 180603 Evaluation, allocation, and impacts of land use |
Peer Reviewed: | Yes | HERDC Category Description: | C1 Refereed Article in a Scholarly Journal |
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Appears in Collections: | Journal Article |
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