Gabor filter ≈ Gabor filter
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Gabor Convolutional Networks Open
In steerable filters, a filter of arbitrary orientation can be generated by a linear combination of a set of "basis filters." Steerable properties dominate the design of the traditional filters, e.g., Gabor filters and endow features the c…
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PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition Open
Touchless palmprint recognition systems enable high-accuracy recognition of individuals through less-constrained and highly usable procedures that do not require the contact of the palm with a surface. To perform this recognition, methods …
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Combining Deep and Handcrafted Image Features for Presentation Attack Detection in Face Recognition Systems Using Visible-Light Camera Sensors Open
Although face recognition systems have wide application, they are vulnerable to presentation attack samples (fake samples). Therefore, a presentation attack detection (PAD) method is required to enhance the security level of face recogniti…
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Analysis of content based image retrieval for plant leaf diseases using color, shape and texture features Open
This research paper is an attempt to present Content Based Image Retrieval (CBIR) system developed for retrieving diseased leaves of soybean. It uses color, shape and texture features of leaf. Color features are extracted using HSV color h…
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Crack Detection in Concrete Tunnels Using a Gabor Filter Invariant to Rotation Open
In this article, a system for the detection of cracks in concrete tunnel surfaces, based on image sensors, is presented. Both data acquisition and processing are covered. Linear cameras and proper lighting are used for data acquisition. Th…
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Adaptive Learning Gabor Filter for Finger-Vein Recognition Open
Presently, finger-vein recognition is a new research direction in the field of biometric recognition. The Gabor filter has been extensively used for finger-vein recognition; however, its parameters are difficult to adjust. To solve this pr…
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Region Centric Minutiae Propagation Measure Orient Forgery Detection with Finger Print Analysis in Health Care Systems Open
The problem of forgery detection has been well studied and the forged finger prints produces highly impacting results in the biometric based security systems. There are many algorithms discussed earlier to detect forged finger prints. Howe…
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Image processing based detection of lung cancer on CT scan images Open
In this paper, we implement and analyze the image processing method for detection of lung cancer. Image processing techniques are widely used in several medical problems for picture enhancement in the detection phase to support the early m…
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FYO: A Novel Multimodal Vein Database With Palmar, Dorsal and Wrist Biometrics Open
Multimodal biometric systems are preferred as a defense compared to unimodal systems. This study introduces an open access multimodal vein database named FYO with each letter dedicated to each author's name. The database involves three bio…
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Multi-Fold Gabor, PCA, and ICA Filter Convolution Descriptor for Face Recognition Open
This paper devises a new means of filter diversification, dubbed multi-fold\nfilter convolution (M-FFC), for face recognition. On the assumption that M-FFC\nreceives single-scale Gabor filters of varying orientations as input, these\nfilte…
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An intelligent system for automatic fingerprint identification using feature fusion by Gabor filter and deep learning Open
This paper introduces an intelligent computational approach to automatically authenticate fingerprint for personal identification and verification. The feature vector is formed using combined features obtained from Gabor filtering techniqu…
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Exploring Competitive Features Using Deep Convolutional Neural Network for Finger Vein Recognition Open
Deep convolutional neural networks (DCNN) have been applied successfully for finger vein recognition and have achieved promising performance in the past three years. However, public finger vein datasets are scarce and tend to be relatively…
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Filter Design and Performance Evaluation for Fingerprint Image Segmentation Open
Fingerprint recognition plays an important role in many commercial applications and is used by millions of people every day, e.g. for unlocking mobile phones. Fingerprint image segmentation is typically the first processing step of most fi…
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Deep CNN With Multi-Scale Rotation Invariance Features for Ship Classification Open
With the rapid development of target tracking technology, how to efficiently take advantage of useful information from optical images for ship classification becomes a challenging problem. In this paper, a novel deep learning framework fus…
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Defect Detection on a Wind Turbine Blade Based on Digital Image Processing Open
Wind power generation is a widely used power generation technology. Among these, the wind turbine blade is an important part of a wind turbine. If the wind turbine blade is damaged, it will cause serious consequences. The traditional metho…
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Comprehensive and Comparative Global and Local Feature Extraction Framework for Lung Cancer Detection Using CT Scan Images Open
Lung cancer is reported to be the second most common cancer disease. This paper proposes a comprehensive and comparative global and local feature extraction framework for lung cancer detection using CT scan images. This framework consists …
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Detection of Pinholes in Steel Slabs Using Gabor Filter Combination and Morphological Features Open
In this paper, an algorithm for detecting pinholes was proposed. Pinholes are very tiny holes generated in the surfaces of scarfed slabs. To detect various sizes of pinholes, the Gabor filter combination was applied. A new image segmentati…
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A Novel Computer Vision Model for Medicinal Plant Identification Using Log-Gabor Filters and Deep Learning Algorithms Open
Computer vision is the science that enables computers and machines to see and perceive image content on a semantic level. It combines concepts, techniques, and ideas from various fields such as digital image processing, pattern matching, a…
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Blood Vessel Extraction in Color Retinal Fundus Images with Enhancement Filtering and Unsupervised Classification Open
Retinal blood vessels have a significant role in the diagnosis and treatment of various retinal diseases such as diabetic retinopathy, glaucoma, arteriosclerosis, and hypertension. For this reason, retinal vasculature extraction is importa…
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Detection of Image Steganography Using Deep Learning and Ensemble Classifiers Open
In this article, the problem of detecting JPEG images, which have been steganographically manipulated, is discussed. The performance of employing various shallow and deep learning algorithms in image steganography detection is analyzed. Th…
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Automated vision system for fabric defect inspection using Gabor filters and PCNN Open
In this study, an embedded machine vision system using Gabor filters and Pulse Coupled Neural Network (PCNN) is developed to identify defects of warp-knitted fabrics automatically. The system consists of smart cameras and a Human Machine I…
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A Gabor Filter-Based Protocol for Automated Image-Based Building Detection Open
Detecting buildings from high-resolution satellite imagery is beneficial in mapping, environmental preparation, disaster management, military planning, urban planning and research purposes. Differentiating buildings from the images is poss…
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A cluster-based feature selection method for image texture classification Open
Computer vision and pattern recognition applications have been counted serious research trends in engineering technology and scientific research content. These applications such as texture image analysis and its texture feature extraction.…
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Spectral–spatial feature extraction using orthogonal linear discriminant analysis for classification of hyperspectral data Open
Hyperspectral image classification is among the most frequent topics of research in recent publications. This paper proposes a new supervised linear feature extraction method for classification of hyperspectral images using orthogonal line…
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A Novel Affine and Contrast Invariant Descriptor for Infrared and Visible Image Registration Open
Infrared and visible image registration is a very challenging task due to the large geometric changes and the significant contrast differences caused by the inconsistent capture conditions. To address this problem, this paper proposes a no…
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Multimodal Medical Image Fusion Based on Gabor Representation Combination of Multi-CNN and Fuzzy Neural Network Open
Aiming at the current multimodal medical image fusion methods that cannot fully characterize the complex textures and edge information of the lesion in the fused image, a method based on Gabor representation of multi-CNN combination and fu…
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AMERICAN SIGN LANGUAGE FINGERSPELLING USING HYBRID DISCRETE WAVELET TRANSFORM-GABOR FILTER AND CONVOLUTIONAL NEURAL NETWORK Open
American Sign Language (ASL) is widely used for communication by deaf and mute people. In fingerspelling, the letters of the writing system are represented using only hands. Generally, hearing people do not understand sign language and thi…
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Convolutional Neural Network Based on Diverse Gabor Filters for Deepfake Recognition Open
Media synthesis and manipulation has reached unprecedented levels of realism owing to the proliferation of deep learning. Deepfake has been the de-facto tool for media manipulation. Although this technology has potential in the entertainme…
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Gated Deep Reinforcement Learning With Red Deer Optimization for Medical Image Classification Open
One of the most complex areas of image processing is image classification, which is heavily
\nrelied upon in clinical care and educational activities. However, conventional models have reached their
\nlimits in effectiveness and require ex…
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Robust watermarking technique for textured images Open
The growth of the Internet along with the increasing availability of multimedia applications has given rise to the number of issues in medical science and defense applications. The ease of communication has given rise to several privacy pr…