An architecture for the compression of hyperspectral imagery

Hyperspectral Data Compression

Volumn , Issue , 2006, Pages 1-34

  Pickering, Mark R ^a   Ryan, Michael J ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84892305148     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/0-387-28600-4_1     Document Type: Chapter

References (69)

1. Jelinek P., Probabilistic Information Theory, Chapter 4, McGraw Hill, New York, 1968.
2. Seyler A. and Budrikis Z., "Detail Perception after Scale Change in Television Image Processing", IEEE Transactions on Information Theory, ITll, pp. 31-43, 1965.
3. Hall C. and Hall E., "A Non-linear Model for the Spatial Characteristics of the Human Visual System", IEEE Transactions on Systems, Man and Cybernetics, SMC-7, pp. 161-170, Mar. 1977.
4. Pratt W., Digital Image Processing, Wiley, New York, 1978.
5. Budrikis Z., "Visual Fidelity Criterion and Modeling", Proceedings of the IEEE, vol. 60, no 7, pp. 771-779, Jul. 1972.
6. Pratt W.K, Image Transmission Techniques, Academic Press, New York, 1979.
7. Hecht S., "The Visual Discrimination of Intensity and the Weber-Fechner Law", Journal of General Physiology, pp. 235-267, 1924.
8. Sakrison D., "On the Role of the Observer and a Distortion Measure in Image Transmission", IEEE Transactions on Communications, COM-25, pp. 1251-1266, 1977.
9. Limb J. and Rubinstein C, "On the Design of a Quantizer for DPCM Coders: A Functional Relationship Between Visibility, Probability and Masking", IEEE Transactions on Communications, COM-26, pp. 573-578, 1978.
10. Netravali A. and Prasada B., "Adaptive Quantization of Picture Signals Using Spatial Masking", Proceedings of the IEEE, vol. 65, pp. 536-548, 1977.
11. Stromeyer C. and Julesz B., "Spatial-Frequency Masking in Vision: Critical Bands and Spread of Marking", Journal of the Optical Society of America, vol. 62, no. 10, pp. 1221-1232, Oct. 1972.
12. Campbell F., "Visual Acuity Via Linear Analysis", Proceedings of the Symposium on Information Processing in Sight Sensory Systems, Pasadena, CA,Nov. 1965.
13. Davidson M., "Perturbation Approach to Spatial Brightness Interaction in Human Vision", Journal of the Optical Society of America, vol. 58, pp. 1300-1309, 1968.
14. Stockham T., "Image Processing in the Context of a Visual Model", Proceedings of the IEEE, vol. 60, no. 7, pp. 828-842, Jul. 1972.
15. Mannos J. and Sakrison D., "The Effects of a Visual Fidelity Criterion on the Encoding of Images", IEEE Transactions of Information Theory, IT-20, no. 4, pp. 525-536, Jul. 1974.
16. Murakami T., et al, "Vector Quantizer of Video Signals", Electronic Letters, vol. 7, pp. 1005-1006, Nov. 1982.
17. Netravali A. and Limb J., "Picture Coding: A Review", Proceedings of the IEEE, vol. 68, no. 3, pp. 366-306, Mar. 1980.
18. Chen S. and Wang Y., "Vector Quantization of Pitch Information in Mandarin Speech", IEEE Transactions on Communications, vol. 38, no. 9, pp. 1317-1320, Sep. 1990.
19. CCIR, Method for Subjective Assessment of the Quality of Television Pictures, 13th Plenary Assembly, Recommendation 500, vol. 11, pp. 65-68, 1974.
20. Limb J., "Distortion Criteria of the Human Viewer", IEEE Transactions on Systems, Man and Cybernetics, SMC-9, no. 12, pp. 778-793, 1979.
21. Ryan M. and Arnold J, "Lossy Compression Of Hyperspectral Data Using Vector Quantization", Remote Sensing of Environment, vol. 61, no. 3, pp. 419-436, Sep. 1997.
22. Gray R., et al, "Distortion Measures for Speech Processing", IEEE Transactions on Acoustics, Speech and Signal Processing, ASSP-28, no. 4, pp. 367-376, Aug. 1980.
23. Motta G., Rizzo F., and Storer J., "Compression Of Hyperspectral Imagery", Data Compression Conference, pp. 333-342, 25-27 Mar. 2003.
24. Murakami T., Asai K. and Yamazaki E., "Vector Quantizer of Video Signals", Electronic Letters, vol. 7, pp. 1005-1006, Nov. 1982.
25. Boucher P. and Goldberg M., "Colour Image Compression by Adaptive Vector Quantization", Proceedings IEEE International Conference on Acoustics Speech and Signal Processing, San Diego, pp. 29.6.1-29.6A, Mar. 1984.
26. Goldberg M. and Sun H., "Image Sequence Coding by Three-dimensional Block Vector Quantization", lEE Proceedings, vol. 135, pt. F, no. 5, pp. 482-487, Aug. 1986.
27. Baker R. and Gray R., "Image Compression Using Non-adaptive Spatial Vector Quantization", Conference Record of the 16th Asilomar Conference on Circuits, Systems, Computers, pp. 55-61, Oct. 1982.
28. Baker R. and Gray R., "Differential Vector Quantization of Achromatic Imagery", Proceedings of the International Picture Coding Symposium, pp. 105-106, Mar 1983.
29. Budge S. and Baker R., "Compression of Colour Digital Images Using Vector Quantization in Product Codes", Proceedings IEEE International Conference on Acoustics, Speech, Signal Processing, pp. 129-132, Mar. 1985.
30. Blain M. and Fischer T., "A Comparison of Vector Quantization Techniques in Transform and Subband Coding of Imagery", Image Communication, vol. 3, pp. 91-105, 1991.
31. Sun H. and Goldberg M., "Image Coding using LPC with Vector Quantization", Proceedings of the IEEE International Conference on Digital Signal Processing, Florence, pp. 508-512, Sep. 1984.
32. Murakami T. et al, "Interframe Vector Coding of Colour Video Signals", Proceedings of the International Picture Coding Symposium, Jul. 1984.
33. Ramamurthi B. and Gersho A., "Classified Vector Quantization of Images", IEEE Transactions on Communications, vol. 34, no. 11, pp. 1105-1115, Nov. 1986.
34. Tate S., "Band Ordering In Lossless Compression Of Multispectral Images," IEEE Transactions on Computing, vol. 46, pp. 477-483, Apr. 1997.
35. Chulhee Lee and Euisun Choi, "Compression Of Hyperspectral Images With Enhanced Discriminant Features", IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, pp. 76-79, 27-28 Oct. 2003.
36. Kim, B., Xiong, Z., and Pearlman, W. A.., "Low Bit-rate Scalable Video Coding With 3-D Set Partition in Hierarchical Trees (3-D SPIHT)," IEEE Tranactions on Circuits and Systems for Video Technology, vol. 10, pp. 1374-1387, Dec. 2000.
37. Roger R. and Cavenor M., "Lossless Compression of AVIRIS Images", IEEE Transactions on Image Processing, vol. 5, no. 5, pp. 713-719, May 1996.
38. Weinberger M., Seroussi G., and Sapiro G., "The LOCO-I Lossless Image Compression Algorithm: Principles and Standardization into JPEG-LS," IEEE Transactions on Image Processing, vol. 9, pp. 1309-1324, Aug. 2000.
39. Aiazzi B., Alba P., Alparone L., and Baronti S., "Lossless Compression Of Multi/Hyper-Spectral Imagery Based On A 3-D Fuzzy Prediction", IEEE Transactions on Geoscience and Remote Sensing, vol. 37, no. 5, pp. 2287-2294, Sept. 1999.
40. Wu X. and Memon N., "Context-based, Adaptive, Lossless Image Coding," IEEE Transactions on Communications, vol. 45, pp. 43744, Apr. 1997.
41. Wu X. and Memon N., "Context-based Lossless Interband Compression-Extending CALIC," IEEE Transactions on Image Processing, vol. 9, pp. 994-1001, Jun. 2000.
42. Mielikainen J. and Toivanen P., "Clustered DPCM for The Lossless Compression of Hyperspectral Images", IEEE Transactions on Geoscience and Remote Sensing, vol. 41, no. 12, pp. 2943-2946, Dec. 2003.
43. Gersho A. and Gray R., Vector Quantization and Signal Compression, Kluwer Academic Publishers, Norwell MA, 1990.
44. Hilbert E., "Joint Pattern Recognition / Data Compression Concept for ERTS Hyperspectral Data", Efficient Transmission of Pictorial Information, SPIE, vol. 66, pp. 122-137, Aug. 1975.
45. Ryan M. and Arnold J., "The Lossless Compression of AVIRIS Images by Vector Quantization", IEEE Transactions on Geoscience and Remote Sensing, vol. 35, no. 3, pp. 546-550, May 1997.
46. Ramamurthi B. and Gersho A., "Image Vector Quantization With a Perceptually Based Classifier", in Proceedings of the IEEE International Conference on Acoustics, Speech, Signal Processing, San Diego, CA, vol. 2, pp. 32.10.1-32.10.4, Mar. 1984.
47. Lee C. and Landgrebe D., "Feature Extraction on Decision Boundaries", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 15, no. 4, pp. 388-400, 1993.
48. Rizzo F., Carpentieri B., Motta G., and Storer J., "High Performance Compression of Hyperspectral Imagery With Reduced Search Complexity In The Compressed Domain", Data Compression Conference, pp. 479-488, 23-25 March 2004.
49. Pickering M. and Ryan M., "Efficient Spatial-Spectral Compression Of Hyperspectral Data", IEEE Transactions on Geoscience and Remote Sensing, vol. 39, no. 7, pp. 1536-1539, Jul. 2001.
50. Jia X., Ryan M., and Pickermg M., "Fast Classification of V-Q Compressed Hyperspectral Data", IEEE Geoscience and Remote Sensing Symposium IGARSS '01, vol. 4, pp. 1862-1864, 9-13 Jul. 2001.
51. Ramasubramanian D. and Kanal, L., "Classification of Remotely Sensed Images in Compressed Domain", IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, pp. 249-253, 27-28 Oct. 2003.
52. Jia X. and Richards J., "Efficient Transmission and Classification of Hyperspectral Image Data", IEEE Transactions on Geoscience and Remote Sensing, vol. 41, no. 5, pp. 1129-1131, May 2003.
53. Canta G. and Poggi G., "Kronecker-Product Gain-Shape Vector Quantization For Multispectral And Hyperspectral Image Coding", IEEE Transactions on Image Processing, vol. 7, no. 5, pp. 668-678, May 1998.
54. Shen-En Qian, Hollinger A.B, Williams D., and Manak D., "Vector Quantization Using Spectral Index-Based Multiple Subcodebooks For Hyperspectral Data Compression", IEEE Transactions on Geoscience and Remote Sensing, vol. 38, no. 3, pp. 1183-1190, May 2000.
55. Qian S.-E., "Hyperspectral Data Compression Using a Fast Vector Quantization Algorithm", IEEE Transactions on Geoscience and Remote Sensing, accepted for future publication, 2004.
56. Baizert P., Pickering M. and Ryan M., "Compression of Hyperspectral Data By Spatial/Spectral Discrete Cosine Transform", IEEE Geoscience and Remote Sensing Symposium IGARSS '01, vol. 4, pp. 1859-1861, 9-13 Jul. 2001.
57. Said A. and Pearlman, W., "A New, Fast, And Efficient Image Codec Based On Set Partitioning In Hierarchical Trees," IEEE Transactions on Circuits and Systems for Video Technology, vol. 6, pp. 243-250, Jun. 1996.
58. Taubman, D. and Marcellin, M., "JPEG2000: Image Compression Fundamentals, Standards and PracticQ,'' Boston, MA, Kluwer, 2002.
59. Pal M., Brislawn C. and Brumby S., "Feature Extraction From Hyperspectral Images Compressed Using The JPEG-2000 Standard", Fifth IEEE Southwest Symposium on Image Analysis and Interpretation, pp. 168-172, 7-9 Apr. 2002.
60. Sunghyun Lim, Kwang Hoon Sohn and Chulhee Lee, "Principal Component Analysis for Compression of Hyperspectral Images", IEEE Geoscience and Remote Sensing Symposium IGARSS '01, vol. 1, pp.97-99, vol.1, 9-13 Jul. 2001.
61. Sunghyun Lim, Kwanghoon Sohn and Chulhee Lee, "Compression For Hyperspectral Images Using Three Dimensional Wavelet Transform", IEEE Geoscience and Remote Sensing Symposium IGARSS '01, vol. 1, pp. 109-111, 9-13 Jul. 2001
62. Lee, H., Younan N. and King R., "Hyperspectral Image Cube Compression Combining JPEG-2000 and Spectral Decorrelation", IEEE Geoscience and Remote Sensing Symposium IGARSS '02, vol. 6, pp. 3317-3319, 24-28 Jun. 2002.
63. Tang X., Cho S. and Pearhnan W., "3D Set Partitioning Coding Methods In Hyperspectral Image Compression", International Conference on Image Processing, vol. 2, pp. 239-242, 14-17 Sept. 2003
64. Yonghui Wang, Rucker J. and Fowler J., "Three-dimensional Tarp Coding For The Compression Of Hyperspectral Images", IEEE Geoscience and Remote Sensing Letters, vol. 1, no. 2, pp. 136-140, Apr. 2004.
65. Rupert S., Sharp M., Sweet J. and Cincotta E., "Noise Constrained Hyperspectral Data Compression", IEEE Geoscience and Remote Sensing Symposium IGARSS '01, vol. 1, pp. 94-96 vol. 19-13, Jul. 2001.
66. Bowles J., Wei Chen and Gillis D., "ORASIS Framework-Benefits To Working Within The Linear Mixing Model", IEEE Geoscience and Remote Sensing Symposium IGARSS '03, vol. 1, pp.96-98, 21-25 July 2003.
67. Plaza A., Martinez P., Perez R. and Plaza J., "A New Approach To Mixed Pixel Classification Of Hyperspectral Imagery Based On Extended Morphological Profiles", Pattern Recognition, vol. 37, no. 6, pp. 1097-1116, Jun. 2004.
68. Du Q. and Chang C-I, "Linear Mixture Analysis-based Compression for Hyperspectral Image Analysis", IEEE Transactions on Geoscience and Remote Sensing, vol. 42, no. 4, pp. 875-891, Apr. 2004.
69. Faulconbridge R., Pickering M., Ryan M., and Jia X., "A New Approach to Controlling Compression-Induced Distortion of Hyperspectral Images", IEEE Geoscience and Remote Sensing Symposium IGARSS '03, vol. 3, pp. 1830-1832, 21-25 Jul. 2003. pp. 35-55