Telemedicine + OCT: Toward design of optimized algorithms for high-quality compressed images

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 8936, Issue , 2014, Pages

  Mousavi, Mahta ^a   Lurie, Kristen ^b   Land, Julian ^a   Javidi, Tara ^a   Ellerbee, Audrey K ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b Stanford University   (United States)

Author keywords

Compression; Image processing; Optical coherence tomography

Indexed keywords

COMPACTION; DATA COMPRESSION; DESIGN; IMAGE PROCESSING; MEDICAL IMAGING; TELEMEDICINE;

BIOMEDICAL DEVICES; COMPRESSED IMAGES; COMPRESSION RATES; DIAGNOSTIC IMAGES; EMERGING TECHNOLOGIES; LOSSY COMPRESSIONS; OPTIMIZED ALGORITHMS; RECONSTRUCTED IMAGE;

OPTICAL TOMOGRAPHY;

EID: 84897379480     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.2038530     Document Type: Conference Paper

References (24)

1. Hanson, C., Tennant M.T. and Rudnisky, C.J., "Optometric referrals to retina specialists: evaluation and triage via teleophthalmology," Telemed J E Health. 14(5): 441-5 (2008).
2. Kelly, S.P., Wallwork, I., Haider, D. and Qureshi, K., "Teleophthalmology with optical coherence tomography imaging in community optometry. Evaluation of a quality improvement for macular patients." Clinical ophthalmology 5: 1673-8 (2011).
3. Nguyen, V. D., Akca, B. I., Wörhoff, K., de Ridder, R. M., Pollnau, M., van Leeuwen, T.G. and Kalkman, J., "Spectral domain optical coherence tomography imaging with an integrated optics spectrometer." Opt. Lett. 36: 1293-5 (2011).
4. Nguyen, V.D., Weiss, N., Beeker, W., Hoekman, M., Leinse, A., Heideman, R.G., van Leeuwen, T.G. and Kalkman, J., "Integrated-optics-based swept-source optical coherence tomography," Opt. Lett 37: 4820-2 (2012).
5. Jung, W.E.A., "Handheld Optical Coherence Tomography Scanner for Primary Care Diagnostics," IEEE TBE 58(3): 741-744 (2011).
6. Lu, C.D., Kraus, M.F., Potsaid, B., Liu, J.J., Choi, W., Jayaraman, V., Cable, A.E., Hornegger, J., Duker, J.S. and Fujimoto, J.G., "Handheld ultrahigh speed swept source optical coherence tomography instrument using a MEMS scanning mirror," Biomed. Opt. Exp. 5(1): 293-311 (2014).
7. Kivijarvi, J., "A comparison of lossless compression methods for medical images," Comput. Med. Imaging Graph. 22(4): 323-339 (1998).
8. Philips, W., De Rycke, D. and Denecker, K., "State-of-the-art techniques for lossless compression of 3D medical image sets," Comput. Med. Imaging Graph. 25(2): 173-185 (2000).
9. Clunie, D.A., "Lossless compression of grayscale medical images - effectiveness of traditional and state-of-the-art approaches," Proc. SPIE 3890, 74 - 84 (2000).
10. Cosman, P.C., Gray, R.M. and Olshen, R.A., "Evaluating Quality of Compressed Medical Images: SNR, Subjective Rating, and Diagnostic Accuracy," Proc. IEEE 82:6 (1994).
11. Goturk, S.B., Tomasi, C., Girod, B. and Beaulieu, C., "Medical Image Compression based on Region of Interest, with Application to Colon CT Images," EMBS 2001 3: 2453-2456 (2001).
12. M. J. Zukoski, Boult, T. and Iyriboz, T., "A novel approach to medical image compression," Int. J. Bioinformatics Research and Applications 2(1): 89-103 (2006).
13. Sun, W., Lu, Y., Wu, F. and Li, S., "Level Embedded Medical Image Compression based on value of Interest," ICIP 2009: 1769-1772 (2009).
14. Chen, Chang W., Zhang, Y. and Parker, K.J., "Subband Analysis and Synthesis of Volumetric Medical Images using Wavelet," Proc. SPIE Vol. 2308, 1544-1555 (1994).
15. Young, M. Lebed, E., Jian, Y., Mackenzie, P.J., Beg, M.F. and Sarunic, M.V., "Real-time high-speed volumetric imaging using compressive sampling optical coherence tomography." Biomed. Opt. Ex. 2: 2690-7 (2011).
16. Mohan, N., Stojanovic, I., Karl, W., Saleh, B. and Teich, M., "Compressed Sensing in Optical Coherence Tomography," Proc. SPIE 7570, 75700L-1-75700L-5 (2010).
17. Liu, X. and Kang, J., "Compressive SD-OCT: the application of compressed sensing in spectral domain optical coherence tomography," Opt. Exp., 18(21): 22010-22019 (2010).
18. Liu, X. and Kang, J., "Sparse OCT: Optimizing compressed sensing in spectral domain optical coherence tomography," Proc. SPIE 7904, 79041C (2011).
19. Lebed, E., Mackenzie, P.J., Sarunic, M.V. and Beg, M.F., "Rapid volumetric OCT image acquisition using Compressive Sampling," Opt. Exp., 18(20): 21003-21012 (2010).
20. Lebed, E., Lee, S., Sarunic, M.V. and Beg, M.F., "Rapid radial optical coherence tomography image acquisition," J. Biomed. Opt, 18(3): 036004 (2013).
21. Goldberg, B.D., Vakoc, B.J., Oh, W.-Y., Suter, M.J., Waxman, S., Freilich, M.I., Bouma, B.E. and G. J. Tearney, "Performance of reduced bit-depth acquisition for optical frequency domain imaging." Opt. Exp. 17 (16): 957-68 (2009).
22. Ling, W.A. and Ellerbee, A.K.,"The effects of reduced bit depth on optical coherence tomography phase data," Opt. Exp. 20(15): 654-668 (2012).
23. Tappeiner, C., Barthelmes, D., Abegg, M.H., Wolf, S. and Fleischhauer, J.C., "Impact of Optic Media Opacities and Image Compression on Quantitative Analysis of Optical Coherence Tomography," Invest. Ophthalmol. Vis. Sci. 49(4): 1609-1614 (2008).
24. Wang, Z., Bovik, A.C., Sheikh, H.R. and Simoncelli, E.P., "Image quality assessment: From error measurement to structural similarity", IEEE Transactions on Image Processing 13(1): 600-612 (2004).