Xin Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 50

Top Topics

Gesture Recognition

Background Subtraction

Norm Minimization

Top Venues

IEEE Trans. Image Process.

IEEE Trans. Multim.

Publications

Deng Li, Bohao Xing, Xin Liu
Enhancing Micro Gesture Recognition for Emotion Understanding via Context-Aware Visual-Text Contrastive Learning. IEEE Signal Process. Lett. 31 (2024)
Chao Hao, Zitong Yu, Xin Liu, Jun Xu, Huanjing Yue, Jingyu Yang
A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object Detection. CoRR (2024)
Yuting Zhang, Hao Lu, Xin Liu, Yingcong Chen, Kaishun Wu
Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge. CoRR (2024)
Cong Cao, Huanjing Yue, Xin Liu, Jing-Yu Yang
Unsupervised HDR Image and Video Tone Mapping via Contrastive Learning. IEEE Trans. Circuits Syst. Video Technol. 34 (2) (2024)
Rong Gao, Xin Liu, Jingyu Yang, Huanjing Yue
Multi-Channel Fused Lasso for Motion Detection in Dynamic Video Scenarios. IEEE Trans. Consumer Electron. 70 (1) (2024)
Kaishen Yuan, Zitong Yu, Xin Liu, Weicheng Xie, Huanjing Yue, Jingyu Yang
AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors. CoRR (2024)
Xin Liu, Yuting Zhang, Zitong Yu, Hao Lu, Huanjing Yue, Jingyu Yang
rPPG-MAE: Self-Supervised Pretraining With Masked Autoencoders for Remote Physiological Measurements. IEEE Trans. Multim. 26 (2024)
Deng Li, Xin Liu, Bohao Xing, Baiqiang Xia, Yuan Zong, Bihan Wen, Heikki Kälviäinen
EALD-MLLM: Emotion Analysis in Long-sequential and De-identity videos with Multi-modal Large Language Model. CoRR (2024)
Cong Cao, Huanjing Yue, Xin Liu, Jingyu Yang
Zero-shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model. CoRR (2024)
Rong Gao, Xin Liu, Bohao Xing, Zitong Yu, Björn W. Schuller, Heikki Kälviäinen
Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding. CoRR (2024)
Chao Liu, Xin Liu, Zitong Yu, Yonghong Hou, Huanjing Yue, Jing-Yu Yang
Adversarial Robustness in RGB-Skeleton Action Recognition: Leveraging Attention Modality Reweighter. CoRR (2024)
Zezheng Wang, Zitong Yu, Xun Wang, Yunxiao Qin, Jiahong Li, Chenxu Zhao, Xin Liu, Zhen Lei
Consistency Regularization for Deep Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Yi Liu, Ling Chen, Chuandong Li, Xin Liu, Wenhao Zhou, Ke Li
Long-term and short-term memory networks based on forgetting memristors. Soft Comput. 27 (23) (2023)
Haoyu Chen, Henglin Shi, Xin Liu, Xiaobai Li, Guoying Zhao
SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis. Int. J. Comput. Vis. 131 (6) (2023)
Beijing Chen, Xin Liu, Zhihua Xia, Guoying Zhao
Privacy-preserving DeepFake face image detection. Digit. Signal Process. 143 (2023)
Chencheng Gong, Ling Chen, Xin Liu
Convolutional networks with short-term memory effects. Microprocess. Microsystems 98 (2023)
Henglin Shi, Wei Peng, Haoyu Chen, Xin Liu, Guoying Zhao
Multiscale 3D-Shift Graph Convolution Network for Emotion Recognition From Human Actions. IEEE Intell. Syst. 37 (4) (2022)
Jianhua Guo, Jing-Yu Yang, Huanjing Yue, Xin Liu, Kun Li
Unsupervised Domain-Invariant Feature Learning for Cloud Detection of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xin Liu, Guoying Zhao
3D Skeletal Gesture Recognition via Discriminative Coding on Time-Warping Invariant Riemannian Trajectories. IEEE Trans. Multim. 23 (2021)
Xin Liu, Henglin Shi, Haoyu Chen, Zitong Yu, Xiaobai Li, Guoying Zhao
iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis. CoRR (2021)
Xin Liu, Henglin Shi, Haoyu Chen, Zitong Yu, Xiaobai Li, Guoying Zhao
iMiGUE: An Identity-Free Video Dataset for Micro-Gesture Understanding and Emotion Analysis. CVPR (2021)
Zitong Yu, Benjia Zhou, Jun Wan, Pichao Wang, Haoyu Chen, Xin Liu, Stan Z. Li, Guoying Zhao
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition. IEEE Trans. Image Process. 30 (2021)
Yibao Li, Shouren Lan, Xin Liu, Bingheng Lu, Lisheng Wang
An efficient volume repairing method by using a modified Allen-Cahn equation. Pattern Recognit. 107 (2020)
Haoyu Chen, Xin Liu, Jingang Shi, Guoying Zhao
Temporal Hierarchical Dictionary Guided Decoding for Online Gesture Segmentation and Recognition. IEEE Trans. Image Process. 29 (2020)
Zitong Yu, Benjia Zhou, Jun Wan, Pichao Wang, Haoyu Chen, Xin Liu, Stan Z. Li, Guoying Zhao
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition. CoRR (2020)
Xin Liu, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao
3D Skeletal Gesture Recognition via Hidden States Exploration. IEEE Trans. Image Process. 29 (2020)
Haoyu Chen, Zitong Yu, Xin Liu, Wei Peng, Yoon Lee, Guoying Zhao
2nd Place Scheme on Action Recognition Track of ECCV 2020 VIPriors Challenges: An Efficient Optical Flow Stream Guided Framework. CoRR (2020)
Xin Liu, Guoying Zhao
Background subtraction using Multi-Channel Fused Lasso. Image Processing: Algorithms and Systems (2019)
Xin Liu, Guoying Zhao
3D Skeletal Gesture Recognition via Sparse Coding of Time-Warping Invariant Riemannian Trajectories. MMM (1) (2019)
Xin Liu, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao
Hidden States Exploration for 3D Skeleton-Based Gesture Recognition. WACV (2019)
Haoyu Chen, Xin Liu, Xiaobai Li, Henglin Shi, Guoying Zhao
Analyze Spontaneous Gestures for Emotional Stress State Recognition: A Micro-gesture Dataset and Analysis with Deep Learning. FG (2019)
Yingyue Xu, Xiaopeng Hong, Fatih Porikli, Xin Liu, Jie Chen, Guoying Zhao
Saliency Integration: An Arbitrator Model. IEEE Trans. Multim. 21 (1) (2019)
Xiaohua Huang, Sujing Wang, Xin Liu, Guoying Zhao, Xiaoyi Feng, Matti Pietikäinen
Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition. IEEE Trans. Affect. Comput. 10 (1) (2019)
Henglin Shi, Xin Liu, Xiaopeng Hong, Guoying Zhao
Bidirectional Long Short-Term Memory Variational Autoencoder. BMVC (2018)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Lan Tang, Xin Liu
Group-based sparse representation for image compressive sensing reconstruction with non-convex regularization. Neurocomputing 296 (2018)
Xin Liu, Jiawen Yao, Xiaopeng Hong, Xiaohua Huang, Ziheng Zhou, Chun Qi, Guoying Zhao
Background Subtraction Using Spatio-Temporal Group Sparsity Recovery. IEEE Trans. Circuits Syst. Video Technol. 28 (8) (2018)
Jingang Shi, Xin Liu, Yuan Zong, Chun Qi, Guoying Zhao
Hallucinating Face Image by Regularization Models in High-Resolution Feature Space. IEEE Trans. Image Process. 27 (6) (2018)
Yingyue Xu, Xiaopeng Hong, Xin Liu, Guoying Zhao
Saliency detection via bi-directional propagation. J. Vis. Commun. Image Represent. 53 (2018)
Haoyu Chen, Xin Liu, Guoying Zhao
Temporal Hierarchical Dictionary with HMM for Fast Gesture Recognition. ICPR (2018)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Yang Chen, Lan Tang, Xin Liu
Group sparsity residual constraint for image denoising with external nonlocal self-similarity prior. Neurocomputing 275 (2018)
Zhiyuan Zha, Xin Liu, Xinggan Zhang, Yang Chen, Lan Tang, Yechao Bai, Qiong Wang, Zhenhong Shang
Compressed sensing image reconstruction via adaptive sparse nonlocal regularization. Vis. Comput. 34 (1) (2018)
Jingyun Liang, Jinlin Guo, Xin Liu, Songyang Lao
Fine-Grained Image Classification With Gaussian Mixture Layer. IEEE Access 6 (2018)
Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Xin Liu, Lan Tang, Xin Yuan
nuclear norm based ADMM framework for image restoration. Neurocomputing 311 (2018)
Zhiyuan Zha, Xin Liu, Ziheng Zhou, Xiaohua Huang, Jingang Shi, Zhenhong Shang, Lan Tang, Yechao Bai, Qiong Wang, Xinggan Zhang
Image denoising via group sparsity residual constraint. ICASSP (2017)
Zhiyuan Zha, Xin Liu, Xiaohua Huang, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang
Analyzing the group sparsity based on the rank minimization methods. ICME (2017)
Xiaohua Huang, Abhinav Dhall, Xin Liu, Guoying Zhao, Jingang Shi, Roland Goecke, Matti Pietikäinen
Analyzing the Affect of a Group of People Using Multi-modal Framework. CoRR (2016)
Zhiyuan Zha, Xin Liu, Ziheng Zhou, Xiaohua Huang, Jingang Shi, Zhenhong Shang, Lan Tang, Yechao Bai, Qiong Wang, Xinggan Zhang
Image denoising via group sparsity residual constraint. CoRR (2016)
Xiaohua Huang, Sujing Wang, Xin Liu, Guoying Zhao, Xiaoyi Feng, Matti Pietikäinen
Spontaneous Facial Micro-Expression Recognition using Discriminative Spatiotemporal Local Binary Pattern with an Improved Integral Projection. CoRR (2016)
Zhiyuan Zha, Xin Liu, Xiaohua Huang, Xiaopeng Hong, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang
Analyzing the group sparsity based on the rank minimization methods. CoRR (2016)
Zhiyuan Zha, Xinggan Zhang, Xin Liu, Ziheng Zhou, Jingang Shi, Shouren Lan, Yang Chen, Yechao Bai, Qiong Wang, Lan Tang
Image Restoration using Group Sparse Representation via Weighted Nuclear Norm Minimization. CoRR (2016)
Xin Liu, Guoying Zhao, Jiawen Yao, Chun Qi
Background Subtraction Based on Low-Rank and Structured Sparse Decomposition. IEEE Trans. Image Process. 24 (8) (2015)
Jingang Shi, Xin Liu, Chun Qi
Global consistency, local sparsity and pixel correlation: A unified framework for face hallucination. Pattern Recognit. 47 (11) (2014)
Jiawen Yao, Xin Liu, Chun Qi
Foreground detection using low rank and structured sparsity. ICME (2014)
Xin Liu, Chun Qi
Future-data driven modeling of complex backgrounds using mixture of Gaussians. Neurocomputing 119 (2013)