The restoration of motion blurred images is a hot shot in the field of image processing. In this paper, The degradation model of motion blurred images is clarified, and the …
Research Paper
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Recursive and noise-exclusive fuzzy switching median filter for impulse noise reduction
by Kanchanby KanchanA new model for impulse noise reduction with a recursive and noise-exclusive fuzzy switching median filter is proposed. The filter uses a S-type membership function for fuzzifying the noisy input …
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Satellite Image Denoising Using Bilateral Filter with SPEA2 Optimized Parameters
by Kanchanby KanchanSatellite imaging is being the most attractive source of information for the governmental agencies and the commercial companies in last decade. The quality of the images is very important especially …
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Modified Gradient Search for Level Set Based Image Segmentat
by Kanchanby Kanchan5:45:58 PMion Level set methods are a popular way to solve the image segmentation problem. The solution contour is found by solving an optimization problem where a cost functional is …
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A L0 norm transmission model for defogging images
by Kanchanby KanchanIn this paper, we propose a new transmission model using LO norm for image fog removal. In the prior work, the bilateral filter was used to reduce the halo artifacts. …
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Snowfall Detection in a Foggy Scene
by Kanchanby KanchanIn 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. …
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Automated two-dimensional K-means clustering algorithm for unsupervised image segmentation
by Kanchanby KanchanThis 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 KanchanK-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 KanchanIn 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 KanchanThe 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 …