Free webp to jpg
Image MIME Reference
DICOM-RLE

DICOM Run-Length Encoding

image/dicom-rle
VS

JPEG 2000 Core Image File

image/jp2
JPEG-2000

A complete technical comparison of DICOM Run-Length Encoding and JPEG 2000 Core Image File — covering compression, feature support, browser compatibility, magic bytes, and when to choose each format.

JPEG-2000 wins on browser support

Feature Support

Feature DICOM-RLE JPEG-2000
Transparency (Alpha) ✕ No Yes
Animation Support Yes ✕ No
Progressive Loading ✕ No Yes
HDR Support Yes Yes
EXIF Metadata ✕ No Yes
ICC Color Profile Yes Yes
DICOM Run-Length Encoding
image/dicom-rle
Extension
.dcm.dicom
Container DICOM (PS3.10)
Compression Lossless (RLE)
Algorithm
Run-Length Encoding (RLE)
Color Depth 8-bit, 16-bit, 24-bit
Developed by National Electrical Manufacturers Association (NEMA) / ACR
Released 1993
Magic Bytes
44 49 43 4D (at byte offset 128)
Full DICOM-RLE reference →
JPEG 2000 Core Image File
image/jp2
Extension
.jp2.j2k.jpf.jpx.jpm
Container JP2 (ISO/IEC 15444-1)
Compression Lossy / Lossless
Algorithm
Discrete Wavelet Transform (DWT)
Color Depth 8-bit, 16-bit, 32-bit, 38-bit
Developed by Joint Photographic Experts Group
Released 2000
Magic Bytes
00 00 00 0C 6A 50 20 20 0D 0A 87 0A
Full JPEG-2000 reference →

Browser Support Comparison

Browser DICOM-RLE JPEG-2000
Chrome Chrome
Firefox Firefox
Safari Safari
✓ 5+
Edge Edge
IE IE (Legacy)
DICOM-RLE

DICOM-RLE Strengths

  • Guarantees lossless preservation of critical medical data necessary for diagnostics
  • Extremely robust metadata structure containing patient information, modality, and spatial geometry
  • Faster to encode and decode than complex compression schemes like JPEG 2000
Limitations
  • RLE compression offers very low compression ratios compared to modern codecs like JPEG-LS or JPEG 2000
  • Zero support in web browsers or standard consumer image viewers
  • Strict data privacy regulations (HIPAA/GDPR) make handling DICOM files complex due to embedded PHI
JPEG-2000

JPEG-2000 Strengths

  • Superior compression efficiency over baseline JPEG without introducing blocking artifacts
  • True mathematically lossless compression available in the same format
  • Extremely scalable: a single file can be decoded at various resolutions (thumbnails to full size) without loading the entire file
Limitations
  • Very poor native web browser support prevents it from being a web standard
  • High computational complexity makes encoding and decoding significantly slower than JPEG
  • Early patent concerns and complex licensing hindered its initial adoption rate

When to choose which format

DICOM-RLE
Use DICOM-RLE when…
  • Medical Imaging
  • Ultrasound
  • X-Rays / CT / MRI
  • PACS Archives
JPEG-2000
Use JPEG-2000 when…
  • Digital Cinema (DCP)
  • Medical Imaging (DICOM)
  • Geospatial Data
  • Archival Preservation
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