Three-dimensional assessment of skin wounds using a standard digital camera

IEEE Transactions on Medical Imaging

Volumn 28, Issue 5, 2009, Pages 752-762

  Treuillet, Sylvie ^a   Albouy, Benjamin ^b   Lucas, Yves ^a  

^a UNIVERSITÉ D'ORLÉANS   (France)

^b UNIVERSITÉ CLERMONT AUVERGNE   (France)

Author keywords

Image processing; Stereo vision; Volume measurement; Wound

Indexed keywords

3-D MODELS; ACQUISITION DEVICES; COLOR IMAGES; GROUND TRUTHS; HANDHELD; HEALING PROCESS; IMAGE PROCESSING CHAINS; IMAGING TECHNOLOGIES; ITERATIVE MATCHING; METRIC RECONSTRUCTION; NOVEL SOLUTIONS; SELF CALIBRATIONS; SURFACE GEOMETRIES; UNCALIBRATED IMAGES; VOLUMETRIC MEASUREMENTS; WOUND;

CAMERAS; DIGITAL CAMERAS; DIGITAL IMAGE STORAGE; HEALTH CARE; IMAGE ACQUISITION; IMAGING SYSTEMS; OPTOELECTRONIC DEVICES; PHOTOGRAPHY; SKIN; THREE DIMENSIONAL; TITRATION; VIDEO CAMERAS; VOLUME MEASUREMENT;

STEREO VISION;

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; DECUBITUS; HUMAN; IMAGE PROCESSING; INSTRUMENTATION; METHODOLOGY; PATHOLOGY; PHOTOGRAPHY; REPRODUCIBILITY;

ALGORITHMS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MODELS, BIOLOGICAL; PHOTOGRAPHY; PRESSURE ULCER; REPRODUCIBILITY OF RESULTS;

EID: 65549084964     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2008.2012025     Document Type: Article

References (57)

1. Vev md-Measurement documentation software. Vista Medical, Winnipeg, MB, Canada [Online]. Available: http://www.vistamedical.org
2. Prevention and management of pressure ulcers in adults and the elderly Agence Nationale d'Accréditation et d'Evaluation en Santé (Anaes). Nov. 2001.
3. M. Afromowitz, J. Callis, D. Heimbach, L. DeSoto, and M. Norton, "Multispectral imaging of burn wounds: A new clinical instrument for evaluating burn depth," IEEE Trans. Biomed. Eng., vol. 35, no. 10, pp. 842-850, Oct. 1988.
4. B. Albouy, E. Koenig, S. Treuillet, and Y. Lucas, "Accurate structure measurement from two uncalibrated views," in Advanced Concepts for Intelligent Vision Systems. New York: Springer, 2006, vol. 4179, Lec-ture Notes Computer Science, pp. 1111-1121.
5. B. Albouy, S. Treuillet, Y. Lucas, and D. Birov, "Fundamental matrix estimation revisited through a global 3-D reconstruction framework," in Advanced Concepts for Intelligent Vision Systems, Brussels, Belgium, Aug. 31-Sept. 3 2004, pp. 185-192.
6. B. Albouy, S. Treuillet, Y. Lucas, and J. Pichaud, "Volume estimation from uncalibrated views applied to wound measurement," in International Conference on Image Analysis and Processing. New York: Springer, 2005, vol. 3617. Lecture Notes Computer Science, pp. 945-952.
7. B. Albouy, Y. Lucas, and S. Treuillet, "3-D modeling from uncalibrated color images for a complete wound assessment tool," in Proc. IEEE Int. Eng. Med. Biol. Conf., Lyon, France, May 2007, pp. 3323-3326.
8. B. Albouy, S. Treuillet, and Y. Lucas, "Robust semi-dense matching across uncalibrated and widely separated views," in Proc. IAPR Int. Conf Mach. Vis. Appl., Tokyo, Japan, May 16-18, 2007, pp. 21-24.
9. Advanced wound management: Healing and restoring lives A. M. T. Association, Jun. 2006 [Online], Available: http://www.advamed.org/publicdocs/ june2006-woundmanagement.pdf
10. C. Balas, "An imaging colorimeter for non contact tissue color mapping," IEEE Trans. Biomed. Eng., vol. 44, no. 6, pp. 468-474, Jun. 1997.
11. W. Berg, C. Traneroth, A. Gunnarsson, and C. Lossing, "A method for measuring pressure sore," Lancet, vol. 335, pp. 1445-1446, 1990.
12. P. Besl and N. M. Kay, "A method for registration of 3-D shape," IEEE Trans. Pattern Anal. Mach. Intell., vol. 14, no. 2, pp. 239-256, Feb. 1992.
13. S. Boersma, F. V. den Heuvel, A. Cohen, and R. Scholtens, "Photogrammetric wound measurement with a three-camera vision system," in Int. Arch. Photogrammetry Remote Sens., Amsterdam, The Netherlands, 2000, vol. 33, pp. 84-91.
14. F. Bon, E. Briand, S. Guichard, B. Couturaud, M. Reval, J. Servant, and L. Dubertret, "Quantitative and kinetic evolution of wound healing through image analysis," IEEE Trans. Med. Imag., vol. 19, no. 7, pp. 767-772, Jul. 2000.
15. C. Bulstrode, A. Goode, and P. Scott, "Stereophotogrammetry for measuring rates of cutaneous healing: A comparison with conventional techniques," Clinical Sci., vol. 71, pp. 437-443, 1986.
16. P. Callieri, P. Cignoni, P. Pingi, R. Scopigno, M. Coluccia, G. Gaggio, and M. Romanelli, "Derma: Monitoring the evolution of skin lesions with a 3-D system," in Vision, Model. Visualizat., Munchen, Germany, Nov. 19-21, 2003, pp. 167-174.
17. J. Covington, J. Griffin, R. Mendius, R. Tooms, and J. Clifft, "Measurement of pressure ulcer volume using dental impression materials: Suggestion from the field," Physical Therapy, vol. 69, no. 8, pp. 690-694, 1989.
18. T. Dharmarajan and S. Ahmed, "The growing problem of pressure ulcers: Evaluation and management for an aging population," Postgrad. Med., vol. 113. no. 5, pp. 77-90, 2003.
19. A. Dhawan, R. Gordon, and R. Rangayyan, "Nevoscopy: Three-dimensional computed tomography of nevi and melanomas in situ by transillumination," IEEE Trans. Med. Imag., vol. 3, no. 2, pp. 54-61, Jun. 1984.
20. K. D. Floriani and E. Puppo, "An on-line algorithm for delaunay triangulation," Graphic Models linage Process., vol. 54, no. 3, pp. 290-300, 1992.
21. C. Fraser, "Optimization of precision in close-range photogrammetry," Photogrammettic Eng. Remote Sens., vol. 53, no. 5, pp. 487-493,1982.
22. R. Goldman and R. Saleiro, "More than one way to measure a wound: An overview of tools and techniques," Adv. Skin Wound Care, vol. 15, no. 5, pp. 236-245, 2002.
23. J. Griffin, E. Tolley, R. Tooms, R. Reyes, and J. Clifft, "A comparison on photographic and transparency-based methods for measuring wound surface area," Physical Therapy, vol. 73, pp. 117-122, 1993.
24. Y. V. Haeghen, J. Naeyaert, I. Lemahieu, and W. Philips, "An imaging system with calibrated color image acquisition for use in dermatology," IEEE Trans. Med. Imag., vol. 19, no. 7, pp. 722-730, Jul. 2000.
25. G. Hance, S. Umbaugh, R. Moss, and V. Stoecker, "Unsupervised color image segmentation with application to skin tumor borders," IEEE Eng. Med. Biol. Mag., vol. 5, no. 1, pp. 104-111, Jan./Feb. 1996.
26. G. Hansen, E. Spanow, and J. Kokate et al., "Wound status evaluation using colur image processing," IEEE Trans. Med. Imag., vol. 16, no. 1, pp. 78-86, Feb. 1997.
27. R. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision, 2nd ed. Cambridge, U.K.: Cambridge Univ. Press, 2003.
28. M. Herbin, F. Bon, A. Venot, F. Jenlouis, and M. Dubertret, "Assessment of healing kinetics through true color image processing," IEEE Trans. Med. Imag., vol. 12, no. 1, pp. 39-43, Mar. 1993.
29. A. Hoppe, D. Wertheim, J. Melhuish, R. Morris, K. Harding, and R. Williams, "Computer assisted analysis of wound colour," in Proc. 23rd Annu. Int. Conf. IEEE Eng. Med. Biol. Soc., Oct. 2001, vol. 3, pp. 2595-2597.
30. B. Jones and P. Plassmann, "An instrument to measure the dimensions of skin wounds," IEEE Trans. Biomed. Eng., vol. 42, no. 5, pp. 464-470, May 1995.
31. T. Jones and P. Plassmann, "Mavis: A non-invasive instrument to measure area and volume of wounds," Med. Eng. Phys., vol. 20, no. 7, pp. 332-337, 1998.
32. T. Jones and P. Plassmann, "An active contour model for measuring the area of leg ulcers," IEEE Trans. Med. Imag., vol. 19, no. 12, pp. 1202-1210, Dec. 2000.
33. T. Krouskop, R. Baker, and M. Wilson, "A noncontact wound measurement system," J. Rehabil. Res. Develop., vol. 39, no. 3, pp. 337-346, 2002.
34. J. Kundin, "Designing and developing a new measuring instrument," Perioper .Nurs., vol. 1, no. 4, pp. 40-45, 1985.
35. D. Langemo, H. Melland, D. Hanson, B. Olson, S. Hunter, and S. J. Henly, "Two-dimensional wound measurement: Comparison of 4 techniques," Adv. Wound Care, vol. 11, no. 7, pp. 337-343, 1998.
36. D. Langemo, H. Melland, B. Olson, and D. Hanson et al., "Comparison of two wound volume measurement methods," Adv. Skin Wound Care, vol. 14, pp. 190-196, 2001.
37. X. Liu, W. Kim, R. Scmidt, B. Drerup, and J. Song, "Wound measurement by curvature maps: A feasibility study," Physiol. Meas., vol. 27, pp. 1107-1123, 2006.
38. D. Lowe. "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 9, pp. 91-110, 2004.
39. D. Lubeley, K. Jostschulte, R. Kays, K. Biskup, and B. Clasbrummel, "3-D wound measurement system for telemedical applications," Biomedizimische Technik, vol. 50, no. 1, pp. 1418-1419, 2005.
40. C. H. Lyder, J. Preston, J. N. Grady, J. Scinto, R. Allman, N. Bergstrom, and G. Rodeheaver, "Quality of care for hospitalized medicare patients at risk for pressure ulcers," Arch. Intent. Med., vol. 161, no. 12, pp. 1549-1554, Jun. 2001.
41. J. Maklebust, "Pressure ulcers: Etiology and prevention," Nurs. Clin. North. Amer., vol. 22, pp. 359-377, 1987.
42. A. Malian, A. Azizi, F. H. V. Den, and M. Zolfaghari, "Development of a robust photogrammetric metrology system for monitoring the healing of bedsores." Photogrammetric Rec., vol. 20, no. 111, pp. 241-273, 2005.
43. K. Mikolajcyk and C Schmid, "Performance evaluation of local descriptors," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 10, pp. 1615-1630, Oct. 2005.
44. P. Montesinos, V. Gouet, and R. Deriche, "Differential invariants for color images," in Proc. 14th Int. Conf. Pattern Recognit., 1998. pp. 838-840.
45. MAVIS II: 3-D wound instrument measurement Univ. Glamorgan, 2006 [Online]. Available: http://www.imaging.research.glam.ac.uk/projects/wm/mavis/
46. G. Olague and R. Mohr, "Optimal camera placement for accurate reconstruction," Pattern Recognit., vol. 35, pp. 927-944, 2002.
47. C. Ozturk, S. Dubin, M. Schafer, W. Shi, and M. Chou, "A new structured light method for 3-d wound measurement," in IEEE Annu. Northeast Bioeng. Conf., New Brunswick, NJ, March 14-15, 1996, pp. 70-71.
48. P. Plassmann, "Measuring wounds - A guide to the use of wound measurement techniques," J. Wound Care, vol. 4, no. 6, pp. 269-272, 1995.
49. P. Plassmann and T. Jones, "Improved active contour models with application to measurement of leg ulcers," SPIE J. Electron. Imag., vol. 12, no. 2, pp. 317-326, 2003.
50. P. Plassmann and J. Peters, "Recording wounds care effectiveness," J. Tissue Viability, vol. 12, no. 1, pp. 24-28, 2002.
51. M. Pollefeys, L. V. Gool, M. Vergauwen, F. Verbiest, K. Cornelis, J. Tops, and R. Koch, "Visual modelling with a hand-held camera," Int. J. Comput. Vis., vol. 53, no. 3, pp. 207-232, 2004.
52. C. Resch, E. Kernar, and M. Robson et al., "Pressure sore volume measurement," J. Amer. Geriatrics Soc., vol. 36, pp. 444-446, 1988.
53. P. Schmid, "Segmentation of digitalized dennatoscopic images by two-dimensional color clustering," IEEE Trans. Med. Imag. vol. 18, no. 2, pp. 164-171, Feb. 1999.
54. P. Sturm, Z. Cheng, P. C. Y. Chen, and A. Poo, "Focal length calibration from two views: Method and analysis of singular cases," Comput. Vis. Image Understand., vol. 99, no. 1, pp. 58-95, Jul. 2005.
55. A. Thomas and A. Wysocki, "The healing wound: A comparison of three clinically useful methods of measurement," Decubitus, vol. 3, no. 1, pp. 18-25, 1990.
56. S. Treuillet, B. Albouy, and Y. Lucas, "Finding two optimal positions of a hand-held camera for the best reconstruction," in IEEE 3DTV Int Conf., Kos Island, Greece, May 7-9, 2007, pp. 21-24.
57. H. Wannous, S. Treuillet, and Y. Lucas, "Supervised tissue classification from color images for a complete wound assessment tool," in IEEE Int. Eng. Med. Biol. Conf., Lyon, France, May 2007, pp. 6031-6034.