Search Results - "Junlin Hu"

Discriminative Deep Metric Learning for Face and Kinship Verification by Lu, Jiwen, Hu, Junlin, Tan, Yap-Peng

“…This paper presents a new discriminative deep metric learning (DDML) method for face and kinship verification in wild conditions. While metric learning has…”
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Discriminative Deep Metric Learning for Face Verification in the Wild by Junlin Hu, Jiwen Lu, Yap-Peng Tan

“…This paper presents a new discriminative deep metric learning (DDML) method for face verification in the wild. Different from existing metric learning-based…”
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Deep Metric Learning for Visual Tracking by Hu, Junlin, Lu, Jiwen, Tan, Yap-Peng

“…In this paper, we propose a deep metric learning (DML) approach for robust visual tracking under the particle filter framework. Unlike most existing…”
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Deep Transfer Metric Learning by Hu, Junlin, Lu, Jiwen, Tan, Yap-Peng, Zhou, Jie

“…Conventional metric learning methods usually assume that the training and test samples are captured in similar scenarios so that their distributions are…”
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Deep and Shallow Feature Fusion in Feature Score Level for Palmprint Recognition by Wu, Yihang, Hu, Junlin

“…Contactless palmprint recognition offers friendly customer experience due to its ability to operate without touching the recognition device under rigid…”
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Multi-View Cosine Similarity Learning with Application to Face Verification by Wang, Zining, Chen, Jiawei, Hu, Junlin

“…An instance can be easily depicted from different views in pattern recognition, and it is desirable to exploit the information of these views to complement…”
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Robust Feature Set Matching for Partial Face Recognition by Weng, Renliang, Lu, Jiwen, Hu, Junlin, Yang, Gao, Tan, Yap-Peng

“…Over the past two decades, a number of face recognition methods have been proposed in the literature. Most of them use holistic face images to recognize…”
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Case report: A cystic capillary hemangioma located at the conus medullaris mimicking hemangioblastoma by Sun, Jiachen, Li, Jiuhong, Ayi, Ziba, Yang, Feilong, Hu, Junlin, Hui, Xuhui, Chen, Haifeng, He, Jiaojiang

“…Capillary hemangiomas, usually found in skin and mucosal tissues, are rarely encountered within the spinal cord, presenting a significant diagnostic challenge…”
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Makeup-robust face verification by Junlin Hu, Yongxin Ge, Jiwen Lu, Xin Feng

“…We investigate in this paper the problem of face verification in the presence of face makeups. To our knowledge, this problem has less formally addressed in…”
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The value of diffusion tensor tractography delineating corticospinal tract in glioma in rat: validation via correlation histology by Jia, Xiaoxiong, Su, Zhiyong, Hu, Junlin, Xia, Hechun, Ma, Hui, Wang, Xiaodong, Yan, Jiangshu, Ma, Dede

“…An assessment of the degree of white matter tract injury is important in neurosurgical planning for patients with gliomas. The main objective of this study was…”
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Neighborhood repulsed metric learning for kinship verification by Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, Yuanyuan Shang, Yap-Peng Tan, Gang Wang

“…Kinship verification from facial images is a challenging problem in computer vision, and there is a very few attempts on tackling this problem in the…”
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Discriminative transfer learning with sparsity regularization for single-sample face recognition by Hu, Junlin

“…Discriminant analysis is an important technique for face recognition because it can extract discriminative features to classify different persons. However,…”
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Video-based kinship verification using distance metric learning by Yan, Haibin, Hu, Junlin

“…•We investigate the problem of kinship verification from facial videos.•We present a new video face dataset for the video-based kinship verification study.•We…”
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Self-Regulation Feature Network for Person Reidentification by Tian, Hui, Hu, Junlin

“…The performance of person reidentification (ReID) has been significantly improved with the development of convolutional neural networks in the past few years…”
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Weakly Supervised Compositional Metric Learning for Face Verification by Chen, Jiawei, Hu, Junlin

“…The aim of metric learning is to learn a mapping relationship, which reduces the intraclass distance and increases the interclass distance. As there are a…”
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Ring-Regularized Cosine Similarity Learning for Fine-Grained Face Verification by Chen, Jiawei, Guo, Zhengwei, Hu, Junlin

“…•We propose a ring-regularized cosine similarity learning (RRCSL) method to investigate the fine-grained face verification problem.•RRCSL enlarges the cosine…”
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Sharable and Individual Multi-View Metric Learning by Hu, Junlin, Lu, Jiwen, Tan, Yap-Peng

“…This paper presents a sharable and individual multi-view metric learning (MvML) approach for visual recognition. Unlike conventional metric leaning methods…”
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Activity-based human identification by Tzu-Yi Hung, Jiwen Lu, Junlin Hu, Yap-Peng Tan, Yongxin Ge

“…We investigate in this paper the problem of activity-based human identification. Different from most existing gait recognition methods where only human walking…”
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A Complete HSS-Based Impedance Model of MMC Considering Grid Impedance Coupling by Xu, Zigao, Li, Binbin, Han, Linjie, Hu, Junlin, Wang, Shengbo, Zhang, Shiguang, Xu, Dianguo

“…Harmonic state space (HSS) is seen as an effective impedance modeling method to precisely characterize the internal harmonic features of the modular multilevel…”
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Nonlinear dictionary learning with application to image classification by Hu, Junlin, Tan, Yap-Peng

“…•We propose a nonlinear dictionary learning (NDL) method via neural network.•We propose a supervised nonlinear dictionary learning (SNDL) method.•Application…”
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