Search Results - "Locality-constrained linear coding"

Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification by Luo, Fulin, Zhang, Liangpei, Du, Bo, Zhang, Lefei

“…Dimensionality reduction (DR) is an important way of improving the classification accuracy of a hyperspectral image (HSI). Graph learning, which can…”
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Local and Global Feature Learning for Blind Quality Evaluation of Screen Content and Natural Scene Images by Zhou, Wujie, Yu, Lu, Zhou, Yang, Qiu, Weiwei, Wu, Ming-Wei, Luo, Ting

“…The blind quality evaluation of screen content images (SCIs) and natural scene images (NSIs) has become an important, yet very challenging issue. In this…”
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Salient object detection via global and local cues by Tong, Na, Lu, Huchuan, Zhang, Ying, Ruan, Xiang

“…Previous saliency detection algorithms used to focus on low level features directly or utilize a bunch of sample images and manually labeled ground truth to…”
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Scene classification using local and global features with collaborative representation fusion by Zou, Jinyi, Li, Wei, Chen, Chen, Du, Qian

“…•A scene classification based on collaborative representation fusion is proposed.•The complementary nature of local and global spatial features is…”
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Classification of Breast Cancer Based on Histology Images Using Convolutional Neural Networks by Bardou, Dalal, Zhang, Kun, Ahmad, Sayed Mohammad

“…In recent years, the classification of breast cancer has been the topic of interest in the field of Healthcare informatics, because it is the second main cause…”
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Encoding human activities using multimodal wearable sensory data by Khan, Muhammad Hassan, Shafiq, Hadia, Farid, Muhammad Shahid, Grzegorzek, Marcin

“…Human Activity Recognition (HAR) is the task to automatically analyze and recognize human body gestures or actions. HAR using time-series multi-modal sensory…”
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Detection of passion fruits and maturity classification using Red-Green-Blue Depth images by Tu, Shuqin, Xue, Yueju, Zheng, Chan, Qi, Yu, Wan, Hua, Mao, Liang

“…A machine vision algorithm was developed to detect passion fruits and identify maturity of the detected fruits using natural outdoor RGB-D images. As different…”
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Predicting human disease-associated circRNAs based on locality-constrained linear coding by Ge, Erxia, Yang, Yingjuan, Gang, Mingjun, Fan, Chunlong, Zhao, Qi

“…Circular RNAs (circRNAs) are a new kind of endogenous non-coding RNAs, which have been discovered continuously. More and more studies have shown that circRNAs…”
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Feature Mapping Techniques for Improving the Performance of Fault Diagnosis of Synchronous Generator by Gopinath, R., Kumar, C. Santhosh, Vishnuprasad, K., Ramachandran, K. I.

“…Support vector machine (SVM) is a popular machine learning algorithm used extensively in machine fault diagnosis. In this paper, linear, radial basis function…”
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A Bag-of-Importance Model With Locality-Constrained Coding Based Feature Learning for Video Summarization by Shiyang Lu, Zhiyong Wang, Tao Mei, Genliang Guan, Feng, David Dagan

“…Video summarization helps users obtain quick comprehension of video content. Recently, some studies have utilized local features to represent each video frame…”
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Multi-Level Canonical Correlation Analysis for Standard-Dose PET Image Estimation by Le An, Pei Zhang, Adeli, Ehsan, Yan Wang, Guangkai Ma, Feng Shi, Lalush, David S., Weili Lin, Dinggang Shen

“…Positron emission tomography (PET) images are widely used in many clinical applications, such as tumor detection and brain disorder diagnosis. To obtain PET…”
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Saliency Based Ulcer Detection for Wireless Capsule Endoscopy Diagnosis by Yixuan Yuan, Jiaole Wang, Baopu Li, Meng, Max Q.-H

“…Ulcer is one of the most common symptoms of many serious diseases in the human digestive tract. Especially for the ulcers in the small bowel where other…”
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Discriminative human action classification using locality-constrained linear coding by Rahmani, Hossein, Huynh, Du Q., Mahmood, Arif, Mian, Ajmal

“…•We propose using the locality-constrained linear coding for action classification.•Our sequence descriptor includes cell, block, and subsequence…”
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Human Behavior Recognition via Hierarchical Patches Descriptor and Approximate Locality-Constrained Linear Coding by Liu, Lina, Wang, Kevin I-Kai, Tian, Biao, Abdulla, Waleed H., Gao, Mingliang, Jeon, Gwanggil

“…Human behavior recognition technology is widely adopted in intelligent surveillance, human–machine interaction, video retrieval, and ambient intelligence…”
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SAR Automatic Target Recognition Based on Attribute Scattering Center Model and Discriminative Dictionary Learning by Li, Tingli, Du, Lan

“…Synthetic aperture radar (SAR) automatic target recognition plays a crucial role in both national defense and civil applications. Although many methods have…”
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Locality-constrained linear coding based bi-layer model for multi-view facial expression recognition by Wu, Jianlong, Lin, Zhouchen, Zheng, Wenming, Zha, Hongbin

“…•Apply locality-constrained linear coding to multi-view facial expression recognition.•A novel locality-constrained linear coding based bi-layer model (LLCBL)…”
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Decomposition Model With Background Dictionary Learning for Hyperspectral Target Detection by Cheng, Tongkai, Wang, Bin

“…Representation-based target detectors for hyperspectral imagery have attracted considerable attention in recent years. However, their detection performance is…”
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LLCMDA: A Novel Method for Predicting miRNA Gene and Disease Relationship Based on Locality-Constrained Linear Coding by Qu, Yu, Zhang, Huaxiang, Lyu, Chen, Liang, Cheng

“…MiRNAs are small non-coding regulatory RNAs which are associated with multiple diseases. Increasing evidence has shown that miRNAs play important roles in…”
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Graph Regularized and Locality-Constrained Coding for Robust Visual Tracking by Tao Zhou, Bhaskar, Harish, Fanghui Liu, Jie Yang

“…Visual tracking is complicated due to factors, such as occlusion, background clutter, abrupt target motion, and illumination variations, among others. In…”
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Landmark Classification With Hierarchical Multi-Modal Exemplar Feature by Zhu, Lei, Shen, Jialie, Jin, Hai, Xie, Liang, Zheng, Ran

“…Landmark image classification attracts increasing research attention due to its great importance in real applications, ranging from travel guide recommendation…”
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