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Discriminative binary pattern descriptor for face recognition
Among several local descriptors invented in literature, the local binary pattern (LBP) is the prolific one. Despite its advantages like low...
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Descriptor Distillation: A Teacher-Student-Regularized Framework for Learning Local Descriptors
Learning a fast and discriminative patch descriptor is a challenging topic in computer vision. Recently, many existing works focus on training...
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Printed and scanned document authentication using robust layout descriptor matching
Automatic document authentication is a complex task. The aim is to prove that the document at hand is not a fraudulent one. This can be achieved...
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Novel Content Based Image Retrieval—Features of Correlated Visual Textons and MQLPP Descriptor
Content-based image retrieval (CBIR) has made significant advancements and continues to evolve with the rapid development of computer vision and...
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An elliptical sampling based fast and robust feature descriptor for image matching
Local features of an image provide a robust way of image matching if they are invariant to large variations in scale, viewpoint, illumination,...
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Image retrieval based on deep Tamura feature descriptor
Various levels of visual features have different effects in image retrieval, and deep features can express higher-level features or semantic...
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A new weighted multi-scale descriptor for hand gesture recognition
Image-based hand gesture recognition is a very challenging problem as the hand is a smaller object with complex articulations compared to the entire...
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AWEDD: a descriptor simultaneously encoding multiscale extrinsic and intrinsic shape features
We construct a novel descriptor called anisotropic wavelet energy decomposition descriptor (AWEDD) for non-rigid shape analysis, based on anisotropic...
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Improved local descriptor (ILD): a novel fusion method in face recognition
Literature suggests that by fusing multiple features there is immense improvement in the recognition rates as compared to the recognition rates of...
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Complex Gradient Function Based Image Descriptor
Local feature descriptors are widely employed to describe local properties of image patches when constructing a discriminative visual representation...
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Novel 3D local feature descriptor of point clouds based on spatial voxel homogenization for feature matching
Obtaining a 3D feature description with high descriptiveness and robustness under complicated nuisances is a significant and challenging task in 3D...
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An anisotropic Chebyshev descriptor and its optimization for deformable shape correspondence
Shape descriptors have recently gained popularity in shape matching, statistical shape modeling, etc. Their discriminative ability and efficiency...
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A hybrid descriptor for low-textural image stitching in real-time surface inspection systems
Surface inspection systems in the steel industry use multiple machine-vision (MV) cameras to inspect steel sheets for real-time quality control....
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A novel descriptor (LGBQ) based on Gabor filters
Recently, many existing automatic facial verification methods have focused on learning the optimal distance measurements between facials. Especially...
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Discriminative Embedded Oriented Local Pattern (D-EOLP): a new feature based image descriptor
This paper presents an image descriptor based on local texture and orientation patterns. The texture information is embedded in the orientation...
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A novel multispectral corner detector and a new local descriptor: an application to human posture recognition
Human posture recognition is an important task for intelligent systems specially those performing action recognition. In this paper, we propose a...
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Point cloud registration with rotation-invariant and dissimilarity-based salient descriptor
Point cloud registration is fundamental for generating a complete 3D scene from partial scenes obtained using 3D scanners. The key to the success of...
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Joint self-supervised learning of interest point, descriptor, depth, and ego-motion from monocular video
This paper addresses the self-supervised learning of several critical factors in Visual Simultaneous Localization and Map** (VSLAM) in low-level...
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A Fechner multiscale local descriptor for face recognition
Inspired by Fechner's law, we propose a Fechner multiscale local descriptor (FMLD) for feature extraction and face recognition. Fechner's law is a...
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Mixture of histograms of autocorrelation based Chordiogram image descriptor for image retrieval
This work proposes a novel feature descriptor for places image retrieval and we named it as mixture of histograms of autocorrelation based...
