Infrared Handprint Image Restoration Algorithm Based on Apoptotic Mechanism
In criminal cases, the information collection and analysis of the scene plays an important role in solving cases. Handprint mark can be easily remaining and frequently occurring mark of criminals. It may occasionally be recognized as potential physical evidence during criminal investigations. The in...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IEEE
2020-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9026749/ |
| _version_ | 1818619453235003392 |
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| author | Xiao Yu Xi Ye Qiang Gao |
| author_facet | Xiao Yu Xi Ye Qiang Gao |
| author_sort | Xiao Yu |
| collection | DOAJ |
| description | In criminal cases, the information collection and analysis of the scene plays an important role in solving cases. Handprint mark can be easily remaining and frequently occurring mark of criminals. It may occasionally be recognized as potential physical evidence during criminal investigations. The infrared thermal imager can fully collect the thermal radiation information of objects, so it is convenient to get the remaining heat source marks in the environment, and to obtain key information that is missing from other methods. Handprints tend to disappear over time. Like cell apoptosis is regulated by a rigorous mechanism of a series of genes, handprints also regulated by the mechanism of mark disappearance affected by surrounding pixels. In fact, we can easily get handprint images which hands left a period of time, but hope to restore the initial handprint image and obtain the characteristics of the criminal hand. Therefore, a method of infrared handprint image restoration based on apoptotic mechanism is proposed. Training depends on the existing infrared handprint images, and we can find a relational model between the former and the latter images. Finally, the rough shape of the original infrared handprint can be deduced. |
| first_indexed | 2024-12-16T17:37:43Z |
| format | Article |
| id | doaj.art-1842d278591a49fd9264ba479aeb29c9 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-16T17:37:43Z |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-1842d278591a49fd9264ba479aeb29c92022-12-21T22:22:41ZengIEEEIEEE Access2169-35362020-01-018473344734310.1109/ACCESS.2020.29790189026749Infrared Handprint Image Restoration Algorithm Based on Apoptotic MechanismXiao Yu0https://orcid.org/0000-0001-5762-2503Xi Ye1Qiang Gao2School of Electrical and Electronic Engineering, Tianjin Key Laboratory for Control Theory and Applications in Complicated Systems, Tianjin University of Technology, Tianjin, ChinaSchool of Electrical and Electronic Engineering, Tianjin Key Laboratory for Control Theory and Applications in Complicated Systems, Tianjin University of Technology, Tianjin, ChinaSchool of Electrical and Electronic Engineering, Tianjin Key Laboratory for Control Theory and Applications in Complicated Systems, Tianjin University of Technology, Tianjin, ChinaIn criminal cases, the information collection and analysis of the scene plays an important role in solving cases. Handprint mark can be easily remaining and frequently occurring mark of criminals. It may occasionally be recognized as potential physical evidence during criminal investigations. The infrared thermal imager can fully collect the thermal radiation information of objects, so it is convenient to get the remaining heat source marks in the environment, and to obtain key information that is missing from other methods. Handprints tend to disappear over time. Like cell apoptosis is regulated by a rigorous mechanism of a series of genes, handprints also regulated by the mechanism of mark disappearance affected by surrounding pixels. In fact, we can easily get handprint images which hands left a period of time, but hope to restore the initial handprint image and obtain the characteristics of the criminal hand. Therefore, a method of infrared handprint image restoration based on apoptotic mechanism is proposed. Training depends on the existing infrared handprint images, and we can find a relational model between the former and the latter images. Finally, the rough shape of the original infrared handprint can be deduced.https://ieeexplore.ieee.org/document/9026749/Apoptosis mechanisminfrared handprint markimage target restoration |
| spellingShingle | Xiao Yu Xi Ye Qiang Gao Infrared Handprint Image Restoration Algorithm Based on Apoptotic Mechanism IEEE Access Apoptosis mechanism infrared handprint mark image target restoration |
| title | Infrared Handprint Image Restoration Algorithm Based on Apoptotic Mechanism |
| title_full | Infrared Handprint Image Restoration Algorithm Based on Apoptotic Mechanism |
| title_fullStr | Infrared Handprint Image Restoration Algorithm Based on Apoptotic Mechanism |
| title_full_unstemmed | Infrared Handprint Image Restoration Algorithm Based on Apoptotic Mechanism |
| title_short | Infrared Handprint Image Restoration Algorithm Based on Apoptotic Mechanism |
| title_sort | infrared handprint image restoration algorithm based on apoptotic mechanism |
| topic | Apoptosis mechanism infrared handprint mark image target restoration |
| url | https://ieeexplore.ieee.org/document/9026749/ |
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