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
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
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