2021
DOI: 10.1155/2021/5518948
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TXI: Texture and Color Enhancement Imaging for Endoscopic Image Enhancement

Abstract: Recognition of lesions with subtle morphological and/or color changes during white light imaging (WLI) endoscopy remains a challenge. Often the endoscopic image suffers from nonuniform illumination across the image due to curvature in the lumen and the direction of the illumination light of the endoscope. We propose an image enhancement technology to resolve the drawbacks above called texture and color enhancement imaging (TXI). TXI is designed to enhance three image factors in WLI (texture, brightness, and co… Show more

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Cited by 75 publications
(97 citation statements)
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“…This suggests that enhancing the color tone improves the visibility of pharyngeal and esophageal cancers, rather than emphasizing the structure. TXI mode2 did not contain an algorithm to emphasize the color tone, and the ∆E value was improved by the value of ∆L (Table 2, Figure 4) [13]. The lower ∆E value in TXI mode2 was sufficient, but the visibility score was lower than that of TXI mode1.…”
Section: Discussionmentioning
confidence: 99%
See 2 more Smart Citations
“…This suggests that enhancing the color tone improves the visibility of pharyngeal and esophageal cancers, rather than emphasizing the structure. TXI mode2 did not contain an algorithm to emphasize the color tone, and the ∆E value was improved by the value of ∆L (Table 2, Figure 4) [13]. The lower ∆E value in TXI mode2 was sufficient, but the visibility score was lower than that of TXI mode1.…”
Section: Discussionmentioning
confidence: 99%
“…TXI enhances three image factors in WLI (texture, brightness, and color) using the described algorithm (Figure 1) [13]. In short, the WLI is split into the base and detail layers.…”
Section: Texture and Color Enhancement Imaging (Txi)mentioning
confidence: 99%
See 1 more Smart Citation
“…There are several reports on the quantitative analysis of TXI. Sato et al performed a quantitative analysis using endoscopic images of the gastrointestinal tract from an in vivo porcine study [ 26 ]. Their quantitative analysis included edge-based contrast measurements, the standard deviation of the averaged illumination, and the color difference.…”
Section: Discussionmentioning
confidence: 99%
“…Texture and color enhancement imaging (TXI) is designed to enhance three image factors in WLI (texture, brightness, and color) to define subtle tissue differences clearly. TXI has two settings, mode1 with color enhancement and mode2 without color enhancement [ 18 ]. Dobashi et al examined the color difference between the lesion and surrounding mucosa by WLI, TXI mode1, TXI mode2, and NBI in 59 SCC lesions of the pharynx and esophagus.…”
mentioning
confidence: 99%