Search Results - "Hongxun Yao"

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  1. 1

    Deep Feature Fusion for VHR Remote Sensing Scene Classification by Chaib, Souleyman, Huan Liu, Yanfeng Gu, Hongxun Yao

    “…The rapid development of remote sensing technology allows us to get images with high and very high resolution (VHR). VHR imagery scene classification has…”
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    Journal Article
  2. 2

    Sparse coding based visual tracking: Review and experimental comparison by Zhang, Shengping, Yao, Hongxun, Sun, Xin, Lu, Xiusheng

    Published in Pattern recognition (01-07-2013)
    “…Recently, sparse coding has been successfully applied in visual tracking. The goal of this paper is to review the state-of-the-art tracking methods based on…”
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    Journal Article
  3. 3

    Pix2Vox: Context-Aware 3D Reconstruction From Single and Multi-View Images by Xie, Haozhe, Yao, Hongxun, Sun, Xiaoshuai, Zhou, Shangchen, Zhang, Shengping

    “…Recovering the 3D representation of an object from single-view or multi-view RGB images by deep neural networks has attracted increasing attention in the past…”
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    Conference Proceeding
  4. 4

    Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression by Zhao, Sicheng, Yao, Hongxun, Gao, Yue, Ji, Rongrong, Ding, Guiguang

    Published in IEEE transactions on multimedia (01-03-2017)
    “…Previous works on image emotion analysis mainly focused on predicting the dominant emotion category or the average dimension values of an image for affective…”
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    Journal Article
  5. 5

    Efficient Regional Memory Network for Video Object Segmentation by Xie, Haozhe, Yao, Hongxun, Zhou, Shangchen, Zhang, Shengping, Sun, Wenxiu

    “…Recently, several Space-Time Memory based networks have shown that the object cues (e.g. video frames as well as the segmented object masks) from the past…”
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    Conference Proceeding
  6. 6

    Hedged Deep Tracking by Yuankai Qi, Shengping Zhang, Lei Qin, Hongxun Yao, Qingming Huang, Jongwoo Lim, Ming-Hsuan Yang

    “…In recent years, several methods have been developed to utilize hierarchical features learned from a deep convolutional neural network (CNN) for visual…”
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    Conference Proceeding
  7. 7

    A Biologically Inspired Appearance Model for Robust Visual Tracking by Zhang, Shengping, Lan, Xiangyuan, Yao, Hongxun, Zhou, Huiyu, Tao, Dacheng, Li, Xuelong

    “…In this paper, we propose a biologically inspired appearance model for robust visual tracking. Motivated in part by the success of the hierarchical…”
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    Journal Article
  8. 8

    HPnet: Hybrid Parallel Network for Human Pose Estimation by Li, Haoran, Yao, Hongxun, Hou, Yuxin

    Published in Sensors (Basel, Switzerland) (30-04-2023)
    “…Hybrid models which combine the convolution and transformer model achieve impressive performance on human pose estimation. However, the existing hybrid models…”
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    Journal Article
  9. 9

    Center-push loss for joint view-based 3D model classification and retrieval feature learning by Wang, Dong, Wang, Bin, Yao, Hongxun, Liu, Hong

    Published in Signal, image and video processing (01-06-2023)
    “…View-based 3D model classification and retrieval are increasingly important in various fields. High classification accuracy and retrieval precision are…”
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    Journal Article
  10. 10

    Task-Dependent Visual-Codebook Compression by Ji, Rongrong, Yao, Hongxun, Liu, Wei, Sun, Xiaoshuai, Tian, Qi

    Published in IEEE transactions on image processing (01-04-2012)
    “…A visual codebook serves as a fundamental component in many state-of-the-art computer vision systems. Most existing codebooks are built based on quantizing…”
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    Journal Article
  11. 11

    An Informative Feature Selection Method Based on Sparse PCA for VHR Scene Classification by Chaib, Souleyman, Yanfeng Gu, Hongxun Yao

    Published in IEEE geoscience and remote sensing letters (01-02-2016)
    “…Understanding the scenes provided by very high resolution satellite (VHR) imagery has become a critical task. In this letter, we propose a new informative…”
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    Journal Article
  12. 12

    Non-Rigid Object Contour Tracking via a Novel Supervised Level Set Model by Sun, Xin, Yao, Hongxun, Zhang, Shengping, Li, Dong

    Published in IEEE transactions on image processing (01-11-2015)
    “…We present a novel approach to non-rigid objects contour tracking in this paper based on a supervised level set model (SLSM). In contrast to most existing…”
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    Journal Article
  13. 13

    Social Attribute-Aware Force Model: Exploiting Richness of Interaction for Abnormal Crowd Detection by Yanhao Zhang, Lei Qin, Rongrong Ji, Hongxun Yao, Qingming Huang

    “…Interactions among pedestrians usually play an important role in understanding crowd behavior. However, there are great challenges, such as occlusions, motion,…”
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    Journal Article
  14. 14

    Event Tactic Analysis Based on Broadcast Sports Video by Guangyu Zhu, Guangyu Zhu, Changsheng Xu, Changsheng Xu, Qingming Huang, Qingming Huang, Yong Rui, Yong Rui, Shuqiang Jiang, Shuqiang Jiang, Wen Gao, Wen Gao, Hongxun Yao, Hongxun Yao

    Published in IEEE transactions on multimedia (01-01-2009)
    “…Most existing approaches on sports video analysis have concentrated on semantic event detection. Sports professionals, however, are more interested in tactic…”
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    Journal Article
  15. 15

    Crop Classification from Drone Imagery Based on Lightweight Semantic Segmentation Methods by Zheng, Zuojun, Yuan, Jianghao, Yao, Wei, Yao, Hongxun, Liu, Qingzhi, Guo, Leifeng

    Published in Remote sensing (Basel, Switzerland) (01-11-2024)
    “…Technological advances have dramatically improved precision agriculture, and accurate crop classification is a key aspect of precision agriculture (PA). The…”
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    Journal Article
  16. 16

    Object contour tracking via adaptive data-driven kernel by Sun, Xin, Wang, Wei, Li, Dong, Zou, Bin, Yao, Hongxun

    “…We present a novel approach to non-rigid object tracking in this paper by deriving an adaptive data-driven kernel. In contrast with conventional kernel-based…”
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    Journal Article
  17. 17

    Focal CTC Loss for Chinese Optical Character Recognition on Unbalanced Datasets by Feng, Xinjie, Zhang, Shengping, Yao, Hongxun

    Published in Complexity (New York, N.Y.) (01-01-2019)
    “…In this paper, we propose a novel deep model for unbalanced distribution Character Recognition by employing focal loss based connectionist temporal…”
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    Journal Article
  18. 18

    Dancelets Mining for Video Recommendation Based on Dance Styles by Tingting Han, Hongxun Yao, Chenliang Xu, Xiaoshuai Sun, Yanhao Zhang, Corso, Jason J.

    Published in IEEE transactions on multimedia (01-04-2017)
    “…Dance is a unique and meaningful type of human expression, composed of abundant and various action elements. However, existing methods based on associated…”
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    Journal Article
  19. 19

    Visual tracking via weakly supervised learning from multiple imperfect oracles by Zhong, Bineng, Yao, Hongxun, Chen, Sheng, Ji, Rongrong, Chin, Tat-Jun, Wang, Hanzi

    Published in Pattern recognition (01-03-2014)
    “…Notwithstanding many years of progress, visual tracking is still a difficult but important problem. Since most top-performing tracking methods have their…”
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    Journal Article
  20. 20

    Action recognition based on overcomplete independent components analysis by Zhang, Shengping, Yao, Hongxun, Sun, Xin, Wang, Kuanquan, Zhang, Jun, Lu, Xiusheng, Zhang, Yanhao

    Published in Information sciences (10-10-2014)
    “…Existing works on action recognition rely on two separate stages: (1) designing hand-designed features or learning features from video data; (2) classifying…”
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    Journal Article