An Ingenious Design of a High Performance-Low Complexity Image Compressor for Wireless Capsule Endoscopy.

ASIC DPCM FPGA FinFet RTL cadence encounter huffman lossless image compression low-complexity low-power consumption multiplier-less subtraction wireless capsule endoscopy

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
14 Mar 2020
Historique:
received: 08 02 2020
revised: 05 03 2020
accepted: 12 03 2020
entrez: 19 3 2020
pubmed: 19 3 2020
medline: 19 12 2020
Statut: epublish

Résumé

Wireless Capsule Endoscopy is a state-of-the-art technology for medical diagnoses of gastrointestinal diseases. The amount of data produced by an endoscopic capsule camera is huge. These vast amounts of data are not practical to be saved internally due to power consumption and the available size. So, this data must be transmitted wirelessly outside the human body for further processing. The data should be compressed and transmitted efficiently in the domain of power consumption. In this paper, a new approach in the design and implementation of a low complexity, multiplier-less compression algorithm is proposed. Statistical analysis of capsule endoscopy images improved the performance of traditional lossless techniques, like Huffman coding and DPCM coding. Furthermore the Huffman implementation based on simple logic gates and without the use of memory tables increases more the speed and reduce the power consumption of the proposed system. Further analysis and comparison with existing state-of-the-art methods proved that the proposed method has better performance.

Identifiants

pubmed: 32183258
pii: s20061617
doi: 10.3390/s20061617
pmc: PMC7147374
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Références

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Auteurs

Ioannis Intzes (I)

Department of Electronic and Computer Engineering, Brunel University, London UB8 3PH, UK.

Hongying Meng (H)

Department of Electronic and Computer Engineering, Brunel University, London UB8 3PH, UK.

John Cosmas (J)

Department of Electronic and Computer Engineering, Brunel University, London UB8 3PH, UK.

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Classifications MeSH