Search Results - "Jiang, Junjun"

Image Matching from Handcrafted to Deep Features: A Survey by Ma, Jiayi, Jiang, Xingyu, Fan, Aoxiang, Jiang, Junjun, Yan, Junchi

“…As a fundamental and critical task in various visual applications, image matching can identify then correspond the same or similar structure/content from two…”
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LMR: Learning a Two-Class Classifier for Mismatch Removal by Ma, Jiayi, Jiang, Xingyu, Jiang, Junjun, Zhao, Ji, Guo, Xiaojie

“…Feature matching, which refers to establishing reliable correspondence between two sets of features, is a critical prerequisite in a wide spectrum of…”
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Robust Feature Matching for Remote Sensing Image Registration via Locally Linear Transforming by Ma, Jiayi, Zhou, Huabing, Zhao, Ji, Gao, Yuan, Jiang, Junjun, Tian, Jinwen

“…Feature matching, which refers to establishing reliable correspondence between two sets of features (particularly point features), is a critical prerequisite…”
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Face Super-Resolution via Multilayer Locality-Constrained Iterative Neighbor Embedding and Intermediate Dictionary Learning by Jiang, Junjun, Hu, Ruimin, Wang, Zhongyuan, Han, Zhen

“…Based on the assumption that low-resolution (LR) and high-resolution (HR) manifolds are locally isometric, the neighbor embedding super-resolution algorithms…”
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Noise Robust Face Hallucination via Locality-Constrained Representation by Jiang, Junjun, Hu, Ruimin, Wang, Zhongyuan, Han, Zhen

“…Recently, position-patch based approaches have been proposed to replace the probabilistic graph-based or manifold learning-based models for face hallucination…”
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Multi-Memory Convolutional Neural Network for Video Super-Resolution by Wang, Zhongyuan, Yi, Peng, Jiang, Kui, Jiang, Junjun, Han, Zhen, Lu, Tao, Ma, Jiayi

“…Video super-resolution (SR) is focused on reconstructing high-resolution frames from consecutive low-resolution (LR) frames. Most previous video SR methods…”
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DepthFormer: Exploiting Long-range Correlation and Local Information for Accurate Monocular Depth Estimation by Li, Zhenyu, Chen Zehui, Liu, Xianming, Jiang Junjun

“…This paper aims to address the problem of supervised monocular depth estimation. We start with a meticulous pilot study to demonstrate that the long-range…”
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Satellite Image Super-Resolution via Multi-Scale Residual Deep Neural Network by Lu, Tao, Wang, Jiaming, Zhang, Yanduo, Wang, Zhongyuan, Jiang, Junjun

“…Recently, the application of satellite remote sensing images is becoming increasingly popular, but the observed images from satellite sensors are frequently in…”
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SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression With Local Structure Prior by Jiang, Junjun, Chen, Chen, Ma, Jiayi, Wang, Zheng, Wang, Zhongyuan, Hu, Ruimin

“…The performance of traditional face recognition systems is sharply reduced when encountered with a low-resolution (LR) probe face image. To obtain much more…”
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Noise Robust Face Image Super-Resolution Through Smooth Sparse Representation by Jiang, Junjun, Ma, Jiayi, Chen, Chen, Jiang, Xinwei, Wang, Zheng

“…Face image super-resolution has attracted much attention in recent years. Many algorithms have been proposed. Among them, sparse representation (SR)-based face…”
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Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means by Jiang, Junjun, Ma, Xiang, Chen, Chen, Lu, Tao, Wang, Zhongyuan, Ma, Jiayi

“…The goal of learning-based image super resolution (SR) is to generate a plausible and visually pleasing high-resolution (HR) image from a given low-resolution…”
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Facial Image Hallucination Through Coupled-Layer Neighbor Embedding by Jiang, Junjun, Hu, Ruimin, Wang, Zhongyuan, Han, Zhen, Ma, Jiayi

“…As the facial image captured by a low-cost camera is typically very low resolution (LR), blurring, and noisy, traditional neighbor-embedding-based facial image…”
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Deep Distillation Recursive Network for Remote Sensing Imagery Super-Resolution by Jiang, Kui, Wang, Zhongyuan, Yi, Peng, Jiang, Junjun, Xiao, Jing, Yao, Yuan

“…Deep convolutional neural networks (CNNs) have been widely used and achieved state-of-the-art performance in many image or video processing and analysis tasks…”
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Face Hallucination Via Weighted Adaptive Sparse Regularization by Wang, Zhongyuan, Hu, Ruimin, Wang, Shizheng, Jiang, Junjun

“…Sparse representation-based face hallucination approaches proposed so far use fixed ℓ 1 norm penalty to capture the sparse nature of face images, and thus…”
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Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis by Jiang, Junjun, Yu, Yi, Wang, Zheng, Liu, Xianming, Ma, Jiayi

“…Face sketch synthesis is a crucial issue in digital entertainment and law enforcement. It can bridge the considerable texture discrepancy between face photos…”
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Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification by Jiang, Junjun, Chen, Chen, Yu, Yi, Jiang, Xinwei, Ma, Jiayi

“…Representation-residual-based classifiers have attracted much attention in recent years in hyperspectral image (HSI) classification. How to obtain the optimal…”
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Person Reidentification via Discrepancy Matrix and Matrix Metric by Wang, Zheng, Hu, Ruimin, Chen, Chen, Yu, Yi, Jiang, Junjun, Liang, Chao, Satoh, Shin'ichi

“…Person reidentification (re-id), as an important task in video surveillance and forensics applications, has been widely studied. Previous research efforts…”
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Machine learning-based in-hospital mortality prediction of HIV/AIDS patients with Talaromyces marneffei infection in Guangxi, China by Shi, Minjuan, Lin, Jianyan, Wei, Wudi, Qin, Yaqin, Meng, Sirun, Chen, Xiaoyu, Li, Yueqi, Chen, Rongfeng, Yuan, Zongxiang, Qin, Yingmei, Huang, Jiegang, Liang, Bingyu, Liao, Yanyan, Ye, Li, Liang, Hao, Xie, Zhiman, Jiang, Junjun

“…Talaromycosis is a serious regional disease endemic in Southeast Asia. In China, Talaromyces marneffei (T. marneffei) infections is mainly concentrated in the…”
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Biological Characteristics and Functional Analysis of the Linoleic Acid Synthase Gene ZjFAD2 in Jujube by Jiang, Junjun, Shi, Qianqian, Li, Xi, He, Xueying, Wu, Cuiyun, Li, Xingang

“…Jujube fruit is rich in linoleic acid and other bioactive components and has great potential to be used for the development of functional foods. However, the…”
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Rethinking 3D-CNN in Hyperspectral Image Super-Resolution by Liu, Ziqian, Wang, Wenbing, Ma, Qing, Liu, Xianming, Jiang, Junjun

“…Recently, CNN-based methods for hyperspectral image super-resolution (HSISR) have achieved outstanding performance. Due to the multi-band property of…”
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