Block selective redaction for minimizing loss during de-identification of burned in text in irreversibly compressed JPEG medical images
| Autor: | David A. Clunie, Dan Gebow |
|---|---|
| Rok vydání: | 2014 |
| Předmět: |
Pixel
business.industry ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Image processing computer.file_format Lossy compression JPEG DICOM PACS and Imaging Informatics Header Medicine Radiology Nuclear Medicine and imaging Computer vision Artificial intelligence business Quantization (image processing) computer Image compression |
| Zdroj: | Journal of medical imaging (Bellingham, Wash.). 2(1) |
| ISSN: | 2329-4302 |
| Popis: | Deidentification of medical images requires attention to both header information as well as the pixel data itself, in which burned-in text may be present. If the pixel data to be deidentified is stored in a compressed form, traditionally it is decompressed, identifying text is redacted, and if necessary, pixel data are recompressed. Decompression without recompression may result in images of excessive or intractable size. Recompression with an irreversible scheme is undesirable because it may cause additional loss in the diagnostically relevant regions of the images. The irreversible (lossy) JPEG compression scheme works on small blocks of the image independently, hence, redaction can selectively be confined only to those blocks containing identifying text, leaving all other blocks unchanged. An open source implementation of selective redaction and a demonstration of its applicability to multiframe color ultrasound images is described. The process can be applied either to standalone JPEG images or JPEG bit streams encapsulated in other formats, which in the case of medical images, is usually DICOM. |
| Databáze: | OpenAIRE |
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