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Underwater image enhancement using CLAHE in a reconfigurable platform
OCEANS 2016 MTS/IEEE Monterey, 2016The main idea in adaptive histogram equalization is to find the mapping for each pixel based on it local (neighborhood) gray scale distribution. In this method the contrast enhancement mapping applied to a particular pixel is a function of the intensity values of pixels immediately surrounding the pixel.
Raj S. M. Alex, S. Deepa, M. H. Supriya
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Analysis of the Image Quality in a Multiobjective Context Based on SMPSO-CLAHE
2018 XLIV Latin American Computer Conference (CLEI), 2018Searching for adequate input parameters of a Contrast Enhancement Algorithm is a fundamental task, aimed to get more suitable images, in terms of contrast, for decision making or further applications. Several Optimization approaches take a single image as the input of the process, so they get poor performance.
Adriana Coronel +4 more
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Improved vehicle detection accuracy using CLAHE
BIS Information Technology and Computer ScienceThe large number of vehicles can cause new problems in various fields. Vehicle detection errors can occur in the vehicle detection system when several vehicles are side by side so that they are not detected or are detected as larger vehicles. This research produces a vehicle type detection system to improve vehicle detection accuracy by applying image ...
A Widiyanto, S Nugroho, M R A Yudianto
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Medical images enhancement by using anisotropic filter and CLAHE
2012 International Symposium on Innovations in Intelligent Systems and Applications, 2012The purpose of image enhancement is to process an acquired image for better contrast and visibility of features of interest for visual examination as well as subsequent computer-aided analysis and diagnosis. Therefore, we have proposed an algorithm for medical images enhancement.
Burcin Kurt +2 more
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Image Contrast Enhancement by Hybrid 3SAIHT and CLAHE Algorithm
Applied Mechanics and Materials, 2013Human visual perception is insensitive to certain shades of gray but can distinguish among 20 to 30 shades of gray under a given adaptation level. In this paper, we propose an image fusion pipeline that generates a high vision quality image by fusing the Three-Scale Adaptive Inverse Hyperbolic Tangent (3SAIHT) and the Contrast-Limited Adaptive ...
Cheng Yi Yu +2 more
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A Review on CLAHE Based Enhancement Techniques
2023 6th International Conference on Contemporary Computing and Informatics (IC3I), 2023Richa Sharma, Amit Kamra
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Practical Method for the Underwater Image Enhancement with Adjusted CLAHE
2018 International Conference on Artificial Intelligence and Data Processing (IDAP), 2018Due to the nature of the underwater, underwater images are generally low quality. Therefore, some image enhancement methods are used for clarifying colours, improving the visibility of objects, and increasing image quality. The literature survey reveals that there are several methods for underwater image enhancement.
Deperlioglu, Omer, Kose, Utku
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EfficientNet-Based Flower Recognition with LAB and CLAHE Enhancement
Jurnal Software Engineering and Computational IntelligenceAccurate flower recognition is a challenging task in computer vision due to high intra-class variation, complex background textures, and illumination inconsistencies. This study proposes an enhanced image classification framework integrating LAB color space transformation and Contrast Limited Adaptive Histogram Equalization (CLAHE) with the ...
Rudi Kurniawan, Bunga Intan
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Robotic Weld Image Enhancement Based on Improved Bilateral Filtering and CLAHE Algorithm
Electronics (Switzerland), 2022Qingjiu Huang
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