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Representing and analyzing relief patterns using LBP variants on mesh manifold
Extending the concept of texture to the geometry of a mesh manifold surface is an emerging topic in computer vision. This concept is different from...
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Deep 3D-LBP: CNN-based fusion of shape modeling and texture descriptors for accurate face recognition
The key challenge of face recognition is to develop an effective feature representations for reducing intrapersonal variations while enlarging...
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Defining Mesh-LBP Variants for 3D Relief Patterns Classification
Extending the concept of texture to the geometry of a mesh manifold surface, opened the way to the idea of classifying 3D relief patterns as an...
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A Surface Fitting Image Super-Resolution Algorithm Based on Triangle Mesh Partition
High-frequency information such as image edges and textures have an important influence on the visual effect of the super-resolution images....
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Toward a Robust Shape and Texture Face Descriptor for Efficient Face Recognition in the Wild
Face recognition in complex environments has attracted the attention of the research community in the last few years due to the huge difficulties...
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Content Based Medical Image Retrieval
Modern healthcare relies heavily on medical imaging, and as a result of its extensive use, image databases, picture archiving, and picture...
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Periocular Biometrics and Its Applications: A Review
The periocular region is the area under the proximity of the eyes. The periocular region provides a significant number of features that can be used...
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Detecting 3D Texture on Cultural Heritage Artifacts
Textures in 3D meshes represent intrinsic surface properties and are essential for numerous applications, such as retrieval, segmentation, and...
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Transfer Learning Based Face Emotion Recognition Using Meshed Faces and Oval Crop**: A Novel Approach
AbstractThe potential applications of emotion recognition from facial expressions have generated considerable interest across multiple domains,...
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68 landmarks are efficient for 3D face alignment: what about more?
This paper proposes a 3D face alignment of 2D face images in the wild with noisy landmarks. The objective is to recognize individuals from their...
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3D face recognition: A comprehensive survey in 2022
In the past ten years, research on face recognition has shifted to using 3D facial surfaces, as 3D geometric information provides more discriminative...
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Geodesic Logistic Analysis of Lumbar Spine Intervertebral Disc Shapes in Supine and Standing Positions
Non-specific lower back pain (LBP) is a world-wide public health problem that affects people of all ages. Despite the high prevalence of non-specific...
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Automatic oral cancer detection and classification using modified local texture descriptor and machine learning algorithms
Oral cancer is the most extensive universal problem, with 10.3 million deaths in 2020 by the World Health Organization (WHO). It is the most common...
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A Comprehensive Review in Using the Advances of Deep Learning in the 3D Race Classification
Human faces can reveal not just the human identity, but even demographic characteristics such as ethnicity and gender. Recently, the researchers get...
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EEG-based multimodal emotion recognition with optimal trained hybrid classifier
The ability of EEG signals to identify changes in human brain states has made researchers analyze the emotion with this signal. However, only limited...
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Noise Analysis of Miniature Planar Three-Dimensional Electrical Capacitance Tomography Sensors
The planar electrical capacitance tomography (ECT) sensor has gained popularity for its ability to reconstruct two-dimensional (2D) and...
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LBP-based multi-scale feature fusion enhanced dehazing networks
Image dehazing is a prior process to perform advanced computer vision tasks such as certain target detection, and the degree of haze residue directly...
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Recent Progress on Face Presentation Attack Detection of 3D Mask Attack
With the development of 3D reconstruction and 3D printing technologies, customizing super-real 3D facial mask at an affordable cost becomes feasible,...
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Texture image classification based on a pseudo-parabolic diffusion model
This work proposes a novel method based on a pseudo-parabolic diffusion process to be employed for texture recognition. The proposed operator is...
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Deep features based medical image retrieval
In this paper, deep convolutional neural network model is developed for classification and image retrieval purpose. Deep learning techniques obtained...
