Search Results - "Lu, Hanqing"

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition by Shi, Lei, Zhang, Yifan, Cheng, Jian, Lu, Hanqing

“…In skeleton-based action recognition, graph convolutional networks (GCNs), which model the human body skeletons as spatiotemporal graphs, have achieved…”
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EgoGesture: A New Dataset and Benchmark for Egocentric Hand Gesture Recognition by Zhang, Yifan, Cao, Congqi, Cheng, Jian, Lu, Hanqing

“…Gesture is a natural interface in human-computer interaction, especially interacting with wearable devices, such as VR/AR helmet and glasses. However, in the…”
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Robust Structured Subspace Learning for Data Representation by Li, Zechao, Liu, Jing, Tang, Jinhui, Lu, Hanqing

“…To uncover an appropriate latent subspace for data representation, in this paper we propose a novel Robust Structured Subspace Learning (RSSL) algorithm by…”
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Dual Attention Network for Scene Segmentation by Fu, Jun, Liu, Jing, Tian, Haijie, Li, Yong, Bao, Yongjun, Fang, Zhiwei, Lu, Hanqing

“…In this paper, we address the scene segmentation task by capturing rich contextual dependencies based on the self-attention mechanism. Unlike previous works…”
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Stacked Deconvolutional Network for Semantic Segmentation by Fu, Jun, Liu, Jing, Wang, Yuhang, Zhou, Jin, Wang, Changyong, Lu, Hanqing

“…Recent progress in semantic segmentation has been driven by improving the spatial resolution under Fully Convolutional Networks (FCNs). To address this…”
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Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection by Li, Zechao, Liu, Jing, Yang, Yi, Zhou, Xiaofang, Lu, Hanqing

“…Many pattern analysis and data mining problems have witnessed high-dimensional data represented by a large number of features, which are often redundant and…”
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Multi-View 3D Object Retrieval With Deep Embedding Network by Guo, Haiyun, Wang, Jinqiao, Gao, Yue, Li, Jianqiang, Lu, Hanqing

“…In multi-view 3D object retrieval, each object is characterized by a group of 2D images captured from different views. Rather than using hand-crafted features,…”
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Attention CoupleNet: Fully Convolutional Attention Coupling Network for Object Detection by Zhu, Yousong, Zhao, Chaoyang, Guo, Haiyun, Wang, Jinqiao, Zhao, Xu, Lu, Hanqing

“…The field of object detection has made great progress in recent years. Most of these improvements are derived from using a more sophisticated convolutional…”
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CoupleNet: Coupling Global Structure with Local Parts for Object Detection by Yousong Zhu, Chaoyang Zhao, Jinqiao Wang, Xu Zhao, Yi Wu, Hanqing Lu

“…The region-based Convolutional Neural Network (CNN) detectors such as Faster R-CNN or R-FCN have already shown promising results for object detection by…”
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Body Joint Guided 3-D Deep Convolutional Descriptors for Action Recognition by Cao, Congqi, Zhang, Yifan, Zhang, Chunjie, Lu, Hanqing

“…3-D convolutional neural networks (3-D CNNs) have been established as a powerful tool to simultaneously learn features from both spatial and temporal…”
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Social-Aware Movie Recommendation via Multimodal Network Learning by Zhao, Zhou, Yang, Qifan, Lu, Hanqing, Weninger, Tim, Cai, Deng, He, Xiaofei, Zhuang, Yueting

“…With the rapid development of Internet movie industry social-aware movie recommendation systems (SMRs) have become a popular online web service that provide…”
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Normalized and Geometry-Aware Self-Attention Network for Image Captioning by Guo, Longteng, Liu, Jing, Zhu, Xinxin, Yao, Peng, Lu, Shichen, Lu, Hanqing

“…Self-attention (SA) network has shown profound value in image captioning. In this paper, we improve SA from two aspects to promote the performance of image…”
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User Preference Learning for Online Social Recommendation by Zhao, Zhou, Lu, Hanqing, Cai, Deng, He, Xiaofei, Zhuang, Yueting

“…A social recommendation system has attracted a lot of attention recently in the research communities of information retrieval, machine learning, and data…”
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Character Identification in Feature-Length Films Using Global Face-Name Matching by Yi-Fan Zhang, Changsheng Xu, Hanqing Lu, Yeh-Min Huang

“…Identification of characters in films, although very intuitive to humans, still poses a significant challenge to computer methods. In this paper, we…”
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Ordinal Distance Metric Learning for Image Ranking by Li, Changsheng, Liu, Qingshan, Liu, Jing, Lu, Hanqing

“…Recently, distance metric learning (DML) has attracted much attention in image retrieval, but most previous methods only work for image classification and…”
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Using Webcast Text for Semantic Event Detection in Broadcast Sports Video by Xu, Changsheng, Zhang, Yi-Fan, Zhu, Guangyu, Rui, Yong, Lu, Hanqing, Huang, Qingming

“…Sports video semantic event detection is essential for sports video summarization and retrieval. Extensive research efforts have been devoted to this area in…”
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A Novel Framework for Semantic Annotation and Personalized Retrieval of Sports Video by Changsheng Xu, Changsheng Xu, Jinjun Wang, Jinjun Wang, Hanqing Lu, Hanqing Lu, Yifan Zhang, Yifan Zhang

“…Sports video annotation is important for sports video semantic analysis such as event detection and personalization. In this paper, we propose a novel approach…”
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Partially Shared Latent Factor Learning With Multiview Data by Liu, Jing, Jiang, Yu, Li, Zechao, Zhou, Zhi-Hua, Lu, Hanqing

“…Multiview representations reveal the fundamental attributes of the studied instances from different perspectives. Some common perspectives are reviewed by…”
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Collaborative Deconvolutional Neural Networks for Joint Depth Estimation and Semantic Segmentation by Liu, Jing, Wang, Yuhang, Li, Yong, Fu, Jun, Li, Jiangyun, Lu, Hanqing

“…Semantic segmentation and single-view depth estimation are two fundamental problems in computer vision. They exploit the semantic and geometric properties of…”
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Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks with Spatiotemporal Transformer Modules by Congqi Cao, Yifan Zhang, Yi Wu, Hanqing Lu, Jian Cheng

“…Gesture is a natural interface in interacting with wearable devices such as VR/AR helmet and glasses. The main challenge of gesture recognition in egocentric…”
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