In this paper, we propose the method for recognizing the degree of snowfall automatically even if most of backgrounds are covered with snow and the visibility is low by fog. …
March 2023
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Automated two-dimensional K-means clustering algorithm for unsupervised image segmentation
by Kanchanby Kanchan 416 viewsThis paper introduces the Automated Two-Dimensional K-Means (A2DKM) algorithm, a novel unsupervised clustering technique. The proposed technique differs from the conventional clustering techniques because it eliminates the need for users …
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A new hybrid clustering algorithm based on K-means and ant colony algorithm
by Kanchanby Kanchan 459 viewsK-means algorithm and ant clustering algorithm are all traditional algorithms. The two algorithms can complement each other. The combination of two algorithms will improve clustering’s accuracy and speed up algorithm’ …
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Interactive image segmentation by improved maximal similarity based region merging
by Kanchanby Kanchan 593 viewsIn medical image processing, interactive image segmentation is an important part, because it can obtain accurate segment results with less human effort compared with manual scribing. We proposed an improved …
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Hybrid method based on DWT-FFT-SVD to Improved Technique on Digital Image Watermarking
by Kanchanby Kanchan 520 viewsThe basic developing a digital image watermarking (DIW) objective approach is to satisfy both robustness and imperceptibility requirement. Digital watermarking (DW) appears as a capable means of protection multimedia contents …
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A Novel DWT based Image Securing Method using Steganography
by Kanchanby Kanchan 551 viewsSteganography is a data hiding technique that is widely used in various information securing applications. Steganography transmits data by hiding the existence of the message so that a viewer cannot …
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Edge-preserving Image Decomposition based on Saliency Map
by Kanchanby Kanchan 521 viewsA novel edge-preserving image decomposition based on saliency map is proposed to avoid halo phenomena in traditional image decompositions. Our method uses feature of saliency map that emphasizes salient edges …
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An Improved Method For The Enhancement of Under Ocean Image
by Kanchanby Kanchan 488 viewsImage Enhancement is a process of improving the quality of an image by improving the contrast of the images. Images acquired underwater usually suffers from non-uniform illumination, low-contrast, motion blur …
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A New Adaptive Weighted Mean Filter for Removing Salt-and-Pepper Noise
by Kanchanby Kanchan 482 viewsIn this letter, we propose a new adaptive weighted mean filter (AWMF) for detecting and removing high level of salt-and-pepper noise. For each pixel, we firstly determine the adaptive window …
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An Efficient content-based image retrieval with ant colony optimization feature selection schema based on wavelet and color features
by Kanchanby Kanchan 561 viewsA novel content-based image retrieval (CBIR) schema with wavelet and color features followed by ant colony optimization (ACO) feature selection has been proposed in this paper. A new feature extraction …