A novel progressive thick slab paradigm for volumetric medical image compression and navigation

Bharath Kumar Sriperumbudur, Sudipta Mukhopadhyay, Vishram Nandedkar

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In this paper, we propose a novel thick slab paradigm which provides an efficient scheme to navigate through large three dimensional (3-D) medical data sets within the framework of wavelet based lossless volumetric compression. We also propose a 3-D wavelet-like multi-resolution decomposition to perform 3-D image compression, which provides better compression ratio and 3 times faster decoding than JPEG-2000 for large data sets of computed tomography modality, along with a clinical workflow for navigation application. The proposed method suits radiology applications better than JPEG-2000 as it improves the productivity of radiologists by reducing their waiting time while the data is being transferred from a remote database over the network, along with reduction in diagnosis time, by providing an efficient navigation scheme with high compression performance.

Original languageEnglish (US)
Title of host publication2004 International Conference on Image Processing, ICIP 2004
Pages1899-1902
Number of pages4
DOIs
StatePublished - Dec 1 2004
Event2004 International Conference on Image Processing, ICIP 2004 - , Singapore
Duration: Oct 18 2004Oct 21 2004

Publication series

NameProceedings - International Conference on Image Processing, ICIP
Volume3
ISSN (Print)1522-4880

Other

Other2004 International Conference on Image Processing, ICIP 2004
CountrySingapore
Period10/18/0410/21/04

Fingerprint

Image compression
Navigation
Radiology
Tomography
Decoding
Productivity
Decomposition

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Sriperumbudur, B. K., Mukhopadhyay, S., & Nandedkar, V. (2004). A novel progressive thick slab paradigm for volumetric medical image compression and navigation. In 2004 International Conference on Image Processing, ICIP 2004 (pp. 1899-1902). (Proceedings - International Conference on Image Processing, ICIP; Vol. 3). https://doi.org/10.1109/ICIP.2004.1421449
Sriperumbudur, Bharath Kumar ; Mukhopadhyay, Sudipta ; Nandedkar, Vishram. / A novel progressive thick slab paradigm for volumetric medical image compression and navigation. 2004 International Conference on Image Processing, ICIP 2004. 2004. pp. 1899-1902 (Proceedings - International Conference on Image Processing, ICIP).
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Sriperumbudur, BK, Mukhopadhyay, S & Nandedkar, V 2004, A novel progressive thick slab paradigm for volumetric medical image compression and navigation. in 2004 International Conference on Image Processing, ICIP 2004. Proceedings - International Conference on Image Processing, ICIP, vol. 3, pp. 1899-1902, 2004 International Conference on Image Processing, ICIP 2004, Singapore, 10/18/04. https://doi.org/10.1109/ICIP.2004.1421449

A novel progressive thick slab paradigm for volumetric medical image compression and navigation. / Sriperumbudur, Bharath Kumar; Mukhopadhyay, Sudipta; Nandedkar, Vishram.

2004 International Conference on Image Processing, ICIP 2004. 2004. p. 1899-1902 (Proceedings - International Conference on Image Processing, ICIP; Vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Sriperumbudur BK, Mukhopadhyay S, Nandedkar V. A novel progressive thick slab paradigm for volumetric medical image compression and navigation. In 2004 International Conference on Image Processing, ICIP 2004. 2004. p. 1899-1902. (Proceedings - International Conference on Image Processing, ICIP). https://doi.org/10.1109/ICIP.2004.1421449