Lossy JPEG compression: Easy to compress, hard to compare

Dentomaxillofacial Radiology

Volumn 35, Issue 2, 2006, Pages 67-73

  Fidler, Aleš ^a,b   Likar, B ^a   Skaleric U ^a  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

^b Faculty of Electrical Engineering ^*  (Slovenia)

Author keywords

Data compression; Radiography, dental; Radiography, dental, digital

Indexed keywords

ALGORITHM; COMPUTER PROGRAM; DENTAL CARIES; DIAGNOSTIC ACCURACY; DIGITAL RADIOGRAPHY; INFORMATION PROCESSING; NOISE; REVIEW; TOOTH RADIOGRAPHY;

DATA COMPRESSION; DATA DISPLAY; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHY, DENTAL, DIGITAL;

EID: 33645323502     PISSN: 0250832X     EISSN: None     Source Type: Journal    
DOI: 10.1259/dmfr/52842661     Document Type: Review

References (40)

1. Wenzel A. Digital radiography and caries diagnosis. Dentomaxillofac Radiol 1998; 27: 3-11.
2. Kang KS, Park HW. Lossless medical image compression by multilevel decomposition. J Digit Imaging 1996; 9: 11-20.
3. Erickson BJ, Manduca A, Persons KR, Earnest 4th F, Hartman TE, Harms GF, et al. Evaluation of irreversible compression of digitized posterior-anterior chest radiographs. J Digit imaging 1997; 10: 97-102.
4. Erickson BJ. Irreversible compression of medical images. J Digit Imaging 2002; 15: 5-14.
5. Versteeg CH, Sanderink GC, van der Stelt PF. Efficacy of digital intra-oral radiography in clinical dentistry. J Dent 1997; 25: 215-224.
6. Gotfredsen E, Wenzel A. Image compression in storing and communicating digital radiographs. Int J Comput Dent 2001; 4: 273-279.
7. FDA, Center for Devices and Radiological Health. Guidance for the Submission of Premarket Notifications for Medical Image Management Devices. 2000; http://www.fda.gov/cdrhode/guidance/ 416.pdf
8. Wenzel A, Borg E, Hintze H, Grondahl HG. Accuracy of caries diagnosis in digital images from charge-coupled device and storage phosphor systems: an in vitro study. Dentomaxillofac Radiol 1995; 24: 250-254.
9. Wenzel A, Gotfredsen E, Borg E, Grondahl HG. Impact of lossy image compression on accuracy of caries detection in digital images taken with a storage phosphor system. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 1996; 81: 351-355.
10. Janhom A, van der Stelt PF, van Ginkel FC, Geraets WG. Effect of noise on the compressibility and diagnostic accuracy for caries detection of digital bitewing radiographs. Dentomaxillofac Radiol 1999; 28: 6-12.
11. Yuasa H, Ariji Y, Ohki M, Naitoh M, Shiojima M, Ushida M, et al. Joint Photographic Experts Group compression of intraoral radiographs for image transmission on the World Wide Web. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 1999; 88: 93-99.
12. Janhom A, van der Stelt PF, van Ginkel FC. Interaction between noise and file compression and its effect on the recognition of caries in digital imaging. Dentomaxillofac Radiol 2000; 29: 20-27.
13. Eraso FE, Analoui M, Watson AB, Rebeschini R. Impact of lossy compression on diagnostic accuracy of radiographs for periapical lesions. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 2002; 93: 621-625.
14. Fidler A, Likar B, Pernus F, Skaleric U. Impact of JPEG lossy image compression on quantitative digital subtraction radiography. Dentomaxillofac Radiol 2002; 31: 106-112.
15. Fidler A, Likar B, Pernus F, Skaleric U. Comparative evaluation of JPEG and JPEG2000 compression in quantitative digital subtraction radiography. Dentomaxillofac Radiol 2002; 31: 379-384.
16. Janhom A, van der Stelt PF, Sanderink GC. A comparison of two compression algorithms and the detection of caries. Dentomaxillofac Radiol 2002; 31: 257-263.
17. Siragusa M, McDonnell DJ. Indirect digital images: limit of image compression for diagnosis in endodontics. Int Endodont J 2002; 35: 991-995.
18. Pabla T, Ludlow JB, Tyndall DA, Platin E, Abreu Jr M. Effect of data compression on proximal caries detection: observer performance with DenOptix photostimulable phosphor images. Dentomaxillofac Radiol 2003; 32: 45-49.
19. Koenig L, Parks E, Analoui M, Eckert G. The impact of image compression on diagnostic quality of digital images for detection of chemically-induced periapical lesions. Dentomaxillofac Radiol 2004; 33: 37-43.
20. Gotfredsen E, Wenzel A, Grondahl HG. Observers' use of image enhancement in assessing caries in radiographs taken by four intra-oral digital systems. Dentomaxillofac Radiol 1996; 25: 34-38.
21. Gurdal P, Hildebolt CF, Akdeniz BG. The effects of different image file formats and image-analysis software programs on dental radiometric digital evaluations. Dentomaxillofac Radiol 2001; 30: 50-55.
22. Wenzel A, Hintze H. Comparison of microscopy and radiography as gold standards in radiographic caries diagnosis. Dentomaxillofac Radiol 1999; 28: 182-185.
23. Hildebolt CF, Bartlett TQ, Brunsden BS, Hente NL, Gravier MJ, Walkup RK, et al. Bitewing-based alveolar bone densitometry: digital imaging resolution requirements. Dentomaxillofac Radiol 1994; 23: 129-134.
24. Janhom A, van Ginkel FC, van Amerongen JP, van der Stelt PF. Scanning resolution and the detection of approximal caries. Dentomaxillofac Radiol 2001; 30: 166-171.
25. Attaelmanan A, Borg E, Grondahl HG. Digitisation and display of intra-oral films. Dentomaxillofac Radiol 2000; 29: 97-102.
26. Watson AB. DCTune: A technique for visual optimization of DCT quantization matrices for individual images. Society for Information Display Digest of Technical Papers 1993; XXIV: 946-949.
27. Wallace GK. The JPEG still picture compression picture standard. Commun Assoc Computing Machinery 1991; 34: 30-44.
28. Erickson BJ, Manduca A, Palisson P, Persons KR, Earnest 4th F, Savcenko V, et al. Wavelet compression of medical images. Radiology 1998; 206: 599-607.
29. Cederberg RA, Frederiksen NL, Benson BW, Shulman JD. Influence of the digital image display monitor on observer performance. Dentomaxillofac Radiol 1999; 28: 203-207.
30. Ludlow JB, Abreu Jr M. Performance of film, desktop monitor and laptop displays in caries detection. Dentomaxillofac Radiol 1999; 28: 26-30.
31. Versteeg CH, Sanderink GC, Lobach SR, van der Stelt PF. Reduction in size of digital images: does it lead to less detectability or loss of diagnostic information? Dentomaxillofac Radiol 1998; 27: 93-96.
32. Svanaes DB, Moystad A, Risnes S, Larheim TA, Grondahl HG. Intraoral storage phosphor radiography for approximal caries detection and effect of image magnification: comparison with conventional radiography. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 1996; 82: 94-100.
33. Moystad A, Svanaes DB, Larheim TA, Grondahl HG. Effect of image magnification of digitized bitewing radiographs on approximal caries detection: an in vitro study. Dentomaxillofac Radiol 1995; 24: 255-259.
34. Wenzel A, Verdonschot EH. Some considerations in the evaluation of diagnostic tests in dentistry. Dentomaxillofac Radiol 1994; 23: 179-182.
35. ISO/TEC JTC 1/SC 29/WG 1 IIF-: Information technology-JPEG 2000 image coding system: Core coding system [WG 1 N 1890], September 2000.
36. Wang Z, Bovik AC, Sheikh HR, Simoncelli EP. Image quality assessment: From error visibility to structural similarity. IEEE Transactions on Image Processing 2004; 13: 600-612.
37. Przelaskowski A. Vector quality measure of lossy compressed medical images. Computers Biol Med 2004; 34: 193-207.
38. Chen TJ, Chuang KS, Wu J, Chen SC, Hwang IM, Jan ML. A novel image quality index using Moran I statistics. Phys Med Biol 2003; 48: N131-N137.
39. Wang Z, Bovik AC. A universal image quality index. IEEE Signal Processing Letters 2002; 9: 81-84.
40. Kocsis O, Costaridou L, Mandellos G, Lymberopoulos D, Panayiotakis G. Compression assessment based on medical image quality concepts using computer-generated test images. Comput Methods Programs Biomed 2003; 71: 105-115.