Zhi Liu

According to our database, Zhi Liu authored at least 185 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Young-gaze: an appearance-based gaze estimation solution for adolescents.

Xiaofeng Lu, Zichen Zhao, Weitao Ke, Qingsong Yan, Zhi Liu

Signal Image Video Process., September, 2024

MINet: Multiscale Interactive Network for Real-Time Salient Object Detection of Strip Steel Surface Defects.

Kunye Shen, Xiaofei Zhou, Zhi Liu

IEEE Trans. Ind. Informatics, May, 2024

Texture-Semantic Collaboration Network for ORSI Salient Object Detection.

Gongyang Li, Zhen Bai, Zhi Liu

IEEE Trans. Circuits Syst. II Express Briefs, April, 2024

Light Field Salient Object Detection With Sparse Views via Complementary and Discriminative Interaction Network.

Yilei Chen, Gongyang Li, Ping An, Zhi Liu, Xinpeng Huang, Qiang Wu

IEEE Trans. Circuits Syst. Video Technol., February, 2024

ADMNet: Attention-Guided Densely Multi-Scale Network for Lightweight Salient Object Detection.

Xiaofei Zhou, Kunye Shen, Zhi Liu

IEEE Trans. Multim., 2024

Context-Aware Interaction Network for RGB-T Semantic Segmentation.

Ying Lv, Zhi Liu, Gongyang Li

IEEE Trans. Multim., 2024

Global semantic-guided network for saliency prediction.

Jiawei Xie, Zhi Liu, Gongyang Li, Xiaofeng Lu, Tao Chen

Knowl. Based Syst., 2024

Audio-visual saliency prediction with multisensory perception and integration.

Jiawei Xie, Zhi Liu, Gongyang Li, Yingjie Song

Image Vis. Comput., 2024

MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface Defects.

Kunye Shen, Xiaofei Zhou, Zhi Liu

CoRR, 2024

Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams.

Ziqiang Wang, Zhixiang Chi, Yanan Wu, Li Gu, Zhi Liu, Konstantinos N. Plataniotis, Yang Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

SGFNet: Semantic-Guided Fusion Network for RGB-Thermal Semantic Segmentation.

Yike Wang, Gongyang Li, Zhi Liu

IEEE Trans. Circuits Syst. Video Technol., December, 2023

Lightweight Distortion-Aware Network for Salient Object Detection in Omnidirectional Images.

Mengke Huang, Gongyang Li, Zhi Liu, Linchao Zhu

IEEE Trans. Circuits Syst. Video Technol., October, 2023

Atypical Salient Regions Enhancement Network for visual saliency prediction of individuals with Autism Spectrum Disorder.

Huizhan Duan, Zhi Liu, Weijie Wei, Tianhong Zhang, Jijun Wang, Lihua Xu, Haichun Liu, Tao Chen

Signal Process. Image Commun., July, 2023

RGB-T Semantic Segmentation With Location, Activation, and Sharpening.

Gongyang Li, Yike Wang, Zhi Liu, Xinpeng Zhang, Dan Zeng

IEEE Trans. Circuits Syst. Video Technol., March, 2023

Spatio-Temporal Self-Attention Network for Video Saliency Prediction.

Ziqiang Wang, Zhi Liu, Gongyang Li, Yang Wang, Tianhong Zhang, Lihua Xu, Jijun Wang

IEEE Trans. Multim., 2023

RINet: Relative Importance-Aware Network for Fixation Prediction.

Yingjie Song, Zhi Liu, Gongyang Li, Dan Zeng, Tianhong Zhang, Lihua Xu, Jijun Wang

IEEE Trans. Multim., 2023

Adaptive Group-Wise Consistency Network for Co-Saliency Detection.

Zhen Bai, Zhi Liu, Gongyang Li, Yang Wang

IEEE Trans. Multim., 2023

Salient Object Detection in Optical Remote Sensing Images Driven by Transformer.

Gongyang Li, Zhen Bai, Zhi Liu, Xinpeng Zhang, Haibin Ling

IEEE Trans. Image Process., 2023

No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-Scale Interaction.

Gongyang Li, Chengjun Han, Zhi Liu

IEEE Trans. Instrum. Meas., 2023

Lightweight Salient Object Detection in Optical Remote-Sensing Images via Semantic Matching and Edge Alignment.

Gongyang Li, Zhi Liu, Xinpeng Zhang, Weisi Lin

IEEE Trans. Geosci. Remote. Sens., 2023

Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing Images.

Gongyang Li, Zhi Liu, Dan Zeng, Weisi Lin, Haibin Ling

IEEE Trans. Cybern., 2023

Exploring viewport features for semi-supervised saliency prediction in omnidirectional images.

Mengke Huang, Gongyang Li, Zhi Liu, Yong Wu, Chen Gong, Linchao Zhu, Yi Yang

Image Vis. Comput., 2023

Few-Shot Learning of Compact Models via Task-Specific Meta Distillation.

Yong Wu, Shekhor Chanda, Mehrdad Hosseinzadeh, Zhi Liu, Yang Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

PointerNet with Local and Global Contexts for Natural Language Moment Localization.

Linwei Ye, Zhi Liu, Yang Wang

Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022

Dense Attention-Guided Cascaded Network for Salient Object Detection of Strip Steel Surface Defects.

Xiaofei Zhou, Hao Fang, Zhi Liu, Bolun Zheng, Yaoqi Sun, Jiyong Zhang, Chenggang Yan

IEEE Trans. Instrum. Meas., 2022

Two-Stage Edge Reuse Network for Salient Object Detection of Strip Steel Surface Defects.

Chengjun Han, Gongyang Li, Zhi Liu

IEEE Trans. Instrum. Meas., 2022

Edge-Aware Multiscale Feature Integration Network for Salient Object Detection in Optical Remote Sensing Images.

Xiaofei Zhou, Kunye Shen, Zhi Liu, Chen Gong, Jiyong Zhang, Chenggang Yan

IEEE Trans. Geosci. Remote. Sens., 2022

Multi-Content Complementation Network for Salient Object Detection in Optical Remote Sensing Images.

Gongyang Li, Zhi Liu, Weisi Lin, Haibin Ling

IEEE Trans. Geosci. Remote. Sens., 2022

Lightweight Salient Object Detection in Optical Remote Sensing Images via Feature Correlation.

Gongyang Li, Zhi Liu, Zhen Bai, Weisi Lin, Haibin Ling

IEEE Trans. Geosci. Remote. Sens., 2022

Gaze Estimation via Modulation-Based Adaptive Network With Auxiliary Self-Learning.

Yong Wu, Gongyang Li, Zhi Liu, Mengke Huang, Yang Wang

IEEE Trans. Circuits Syst. Video Technol., 2022

Referring Segmentation in Images and Videos With Cross-Modal Self-Attention Network.

Linwei Ye, Mrigank Rochan, Zhi Liu, Xiaoqin Zhang, Yang Wang

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Few-shot personalized saliency prediction using meta-learning.

Xinhui Luo, Zhi Liu, Weijie Wei, Linwei Ye, Tianhong Zhang, Lihua Xu, Jijun Wang

Image Vis. Comput., 2022

Singing Voice Synthesis with Vibrato Modeling and Latent Energy Representation.

Yingjie Song, Wei Song, Wei Zhang, Zhengchen Zhang, Dan Zeng, Zhi Liu, Yang Yu

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

2021

SAL: Selection and Attention Losses for Weakly Supervised Semantic Segmentation.

Lei Zhou, Chen Gong, Zhi Liu, Keren Fu

IEEE Trans. Multim., 2021

Personal Fixations-Based Object Segmentation With Object Localization and Boundary Preservation.

Gongyang Li, Zhi Liu, Ran Shi, Zheng Hu, Weijie Wei, Yong Wu, Mengke Huang, Haibin Ling

IEEE Trans. Image Process., 2021

Hierarchical Alternate Interaction Network for RGB-D Salient Object Detection.

Gongyang Li, Zhi Liu, Minyu Chen, Zhen Bai, Weisi Lin, Haibin Ling

IEEE Trans. Image Process., 2021

EDBGAN: Image Inpainting via an Edge-Aware Dual Branch Generative Adversarial Network.

Minyu Chen, Zhi Liu

IEEE Signal Process. Lett., 2021

Identify autism spectrum disorder via dynamic filter and deep spatiotemporal feature extraction.

Weijie Wei, Zhi Liu, Lijin Huang, Ziqiang Wang, Weiyu Chen, Tianhong Zhang, Jijun Wang, Lihua Xu

Signal Process. Image Commun., 2021

ATCC: Accurate tracking by criss-cross location attention.

Yong Wu, Zhi Liu, Xiaofei Zhou, Linwei Ye, Yang Wang

Image Vis. Comput., 2021

SalED: Saliency prediction with a pithy encoder-decoder architecture sensing local and global information.

Ziqiang Wang, Zhi Liu, Weijie Wei, Huizhan Duan

Image Vis. Comput., 2021

Predicting atypical visual saliency for autism spectrum disorder via scale-adaptive inception module and discriminative region enhancement loss.

Weijie Wei, Zhi Liu, Lijin Huang, Alexis Nebout, Olivier Le Meur, Tianhong Zhang, Jijun Wang, Lihua Xu

Neurocomputing, 2021

Personalized image observation behavior learning in fixation based personalized salient object segmentation.

Ran Shi, Gongyang Li, Weijie Wei, Xiaofei Zhou, Zhi Liu

Neurocomputing, 2021

Deep saliency models : The quest for the loss function.

Alexandre Bruckert, Hamed R. Tavakoli, Zhi Liu, Marc Christie, Olivier Le Meur

Neurocomputing, 2021

Circular Complement Network for RGB-D Salient Object Detection.

Zhen Bai, Zhi Liu, Gongyang Li, Linwei Ye, Yang Wang

Neurocomputing, 2021

Spatio-Temporal Self-Attention Network for Video Saliency Prediction.

Ziqiang Wang, Zhi Liu, Gongyang Li, Tianhong Zhang, Lihua Xu, Jijun Wang

CoRR, 2021

2020

Dual Convolutional LSTM Network for Referring Image Segmentation.

Linwei Ye, Zhi Liu, Yang Wang

IEEE Trans. Multim., 2020

ICNet: Information Conversion Network for RGB-D Based Salient Object Detection.

Gongyang Li, Zhi Liu, Haibin Ling

IEEE Trans. Image Process., 2020

FANet: Features Adaptation Network for 360$^{\circ }$ Omnidirectional Salient Object Detection.

Mengke Huang, Zhi Liu, Gongyang Li, Xiaofei Zhou, Olivier Le Meur

IEEE Signal Process. Lett., 2020

Effective schizophrenia recognition using discriminative eye movement features and model-metric based features.

Lijin Huang, Weijie Wei, Zhi Liu, Tianhong Zhang, Jijun Wang, Lihua Xu, Weiyu Chen, Olivier Le Meur

Pattern Recognit. Lett., 2020

Saliency detection using adversarial learning networks.

Yong Wu, Zhi Liu, Xiaofei Zhou

J. Vis. Commun. Image Represent., 2020

Weakly supervised instance segmentation using multi-stage erasing refinement and saliency-guided proposals ordering.

Zheng Hu, Zhi Liu, Gongyang Li, Linwei Ye, Lei Zhou, Yang Wang

J. Vis. Commun. Image Represent., 2020

Attention-guided RGBD saliency detection using appearance information.

Xiaofei Zhou, Gongyang Li, Chen Gong, Zhi Liu, Jiyong Zhang

Image Vis. Comput., 2020

Co-saliency detection via integration of multi-layer convolutional features and inter-image propagation.

Jingru Ren, Zhi Liu, Xiaofei Zhou, Cong Bai, Guangling Sun

Neurocomputing, 2020

Attentional coarse-and-fine generative adversarial networks for image inpainting.

Minyu Chen, Zhi Liu, Linwei Ye, Yang Wang

Neurocomputing, 2020

Fixations based personal target objects segmentation.

Ran Shi, Gongyang Li, Weijie Wei, Zhi Liu

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Co-Saliency Detection Using Collaborative Feature Extraction And High-To-Low Feature Integration.

Jingru Ren, Zhi Liu, Gongyang Li, Xiaofei Zhou, Cong Bai, Guangling Sun

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Fine-Grained Image Classification with Coarse and Fine Labels on One-Shot Learning.

Qihan Jiao, Zhi Liu, Gongyang Li, Linwei Ye, Yang Wang

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Cross-Modal Weighting Network for RGB-D Salient Object Detection.

Gongyang Li, Zhi Liu, Linwei Ye, Yang Wang, Haibin Ling

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Supervised learning based discrete hashing for image retrieval.

Qing Ma, Cong Bai, Jinglin Zhang, Zhi Liu, Shengyong Chen

Pattern Recognit., 2019

Video co-segmentation based on directed graph.

Yufeng Xie, Zhi Liu, Xiaofei Zhou, Wei Liu, Xuemei Zou

Multim. Tools Appl., 2019

Saliency-aware inter-image color transfer for image manipulation.

Xiuwen Liu, Zhi Liu, Qihan Jiao, Olivier Le Meur, Wan-Lei Zhao

Multim. Tools Appl., 2019

Effective online refinement for video object segmentation.

Gongyang Li, Zhi Liu, Xiaofei Zhou

Multim. Tools Appl., 2019

Integration of statistical detector and Gaussian noise injection detector for adversarial example detection in deep neural networks.

Weiqi Fan, Guangling Sun, Yuying Su, Zhi Liu, Xiaofeng Lu

Multim. Tools Appl., 2019

Salient object segmentation based on depth-aware image layering.

Huan Du, Zhi Liu, Ran Shi

Multim. Tools Appl., 2019

Weakly labeled fine-grained classification with hierarchy relationship of fine and coarse labels.

Qihan Jiao, Zhi Liu, Linwei Ye, Yang Wang

J. Vis. Commun. Image Represent., 2019

Depth-aware saliency detection using convolutional neural networks.

Yu Ding, Zhi Liu, Mengke Huang, Ran Shi, Xiangyang Wang

J. Vis. Commun. Image Represent., 2019

Superpixel based continuous conditional random field neural network for semantic segmentation.

Lei Zhou, Keren Fu, Zhi Liu, Fan Zhang, Zhimin Yin, Jianli Zheng

Neurocomputing, 2019

Constrained fixation point based segmentation via deep neural network.

Gongyang Li, Zhi Liu, Ran Shi, Weijie Wei

Neurocomputing, 2019

Saliency detection via multi-level integration and multi-scale fusion neural networks.

Mengke Huang, Zhi Liu, Linwei Ye, Xiaofei Zhou, Yang Wang

Neurocomputing, 2019

Improving Human Pose Estimation With Self-Attention Generative Adversarial Networks.

Xiangyang Wang, Zhongzheng Cao, Rui Wang, Zhi Liu, Xiaoqiang Zhu

IEEE Access, 2019

Human Pose Estimation With Deeply Learned Multi-Scale Compositional Models.

Rui Wang, Zhongzheng Cao, Xiangyang Wang, Zhi Liu, Xiaoqiang Zhu

IEEE Access, 2019

Learn Image Object Co-segmentation with Multi-scale Feature Fusion.

Lina Li, Zhi Liu, Jian Zhang, Xiaofei Zhou

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Saliency Prediction via Multi-Level Features and Deep Supervision for Children with Autism Spectrum Disorder.

Weijie Wei, Zhi Liu, Lijin Huang, Alexis Nebout, Olivier Le Meur

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Predicting Saliency Maps for ASD People.

Alexis Nebout, Weijie Wei, Zhi Liu, Lijin Huang, Olivier Le Meur

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Saliency-Guided Image Style Transfer.

Xiuwen Liu, Zhi Liu, Xiaofei Zhou, Minyu Chen

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Hybrid Defense for Deep Neural Networks: An Integration of Detecting and Cleaning Adversarial Perturbations.

Weiqi Fan, Guangling Sun, Yuying Su, Zhi Liu, Xiaofeng Lu

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Cleaning Adversarial Perturbations via Residual Generative Network for Face Verification.

Yuying Su, Guangling Sun, Weiqi Fan, Xiaofeng Lu, Zhi Liu

Proceedings of the IEEE International Conference on Acoustics, 2019

Cross-Modal Self-Attention Network for Referring Image Segmentation.

Linwei Ye, Mrigank Rochan, Zhi Liu, Yang Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Improving Video Saliency Detection via Localized Estimation and Spatiotemporal Refinement.

Xiaofei Zhou, Zhi Liu, Chen Gong, Wei Liu

IEEE Trans. Multim., 2018

Efficient Intra Mode Selection for Depth-Map Coding Utilizing Spatiotemporal, Inter-Component and Inter-View Correlations in 3D-HEVC.

Liquan Shen, Kai Li, Guorui Feng, Ping An, Zhi Liu

IEEE Trans. Image Process., 2018

Spatiotemporal salient object detection by integrating with objectness.

Tongbao Wu, Zhi Liu, Xiaofei Zhou, Kai Li

Multim. Tools Appl., 2018

RGBD co-saliency detection via multiple kernel boosting and fusion.

Lishan Wu, Zhi Liu, Hangke Song, Olivier Le Meur

Multim. Tools Appl., 2018

Video saliency detection via bagging-based prediction and spatiotemporal propagation.

Xiaofei Zhou, Zhi Liu, Kai Li, Guangling Sun

J. Vis. Commun. Image Represent., 2018

Saliency integration driven by similar images.

Jingru Ren, Zhi Liu, Xiaofei Zhou, Guangling Sun, Cong Bai

J. Vis. Commun. Image Represent., 2018

Unsupervised image co-segmentation via guidance of simple images.

Lina Li, Zhi Liu, Jian Zhang

Neurocomputing, 2018

Learning Semantic Segmentation with Diverse Supervision.

Linwei Ye, Zhi Liu, Yang Wang

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Video Saliency Detection Using Deep Convolutional Neural Networks.

Xiaofei Zhou, Zhi Liu, Chen Gong, Gongyang Li, Mengke Huang

Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Object Trajectory Proposal via Hierarchical Volume Grouping.

Xu Sun, Yuantian Wang, Tongwei Ren, Zhi Liu, Zheng-Jun Zha, Gangshan Wu

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Multiple Kernel Boosting Based Two-level RGBD Image Co-Segmentation.

Lishan Wu, Zhi Liu, Ran Shi

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017

An Imbalance Compensation Framework for Background Subtraction.

Xiang Zhang, Ce Zhu, Honggang Wu, Zhi Liu, Yuanyuan Xu

IEEE Trans. Multim., 2017

Salient Object Segmentation via Effective Integration of Saliency and Objectness.

Linwei Ye, Zhi Liu, Lina Li, Liquan Shen, Cong Bai, Yang Wang

IEEE Trans. Multim., 2017

Depth-Aware Salient Object Detection and Segmentation via Multiscale Discriminative Saliency Fusion and Bootstrap Learning.

Hangke Song, Zhi Liu, Huan Du, Guangling Sun, Olivier Le Meur, Tongwei Ren

IEEE Trans. Image Process., 2017

Visual Attention Saccadic Models Learn to Emulate Gaze Patterns From Childhood to Adulthood.

Olivier Le Meur, Antoine Coutrot, Zhi Liu, Pia Rama, Adrien Le Roch, Andrea Helo

IEEE Trans. Image Process., 2017

Saliency Detection for Unconstrained Videos Using Superpixel-Level Graph and Spatiotemporal Propagation.

Zhi Liu, Junhao Li, Linwei Ye, Guangling Sun, Liquan Shen

IEEE Trans. Circuits Syst. Video Technol., 2017

Adaptive saliency fusion based on quality assessment.

Xiaofei Zhou, Zhi Liu, Guangling Sun, Xiangyang Wang

Multim. Tools Appl., 2017

A spiking neural network model for obstacle avoidance in simulated prosthetic vision.

Chenjie Ge, Nikola K. Kasabov, Zhi Liu, Jie Yang

Inf. Sci., 2017

Stereoscopic visual saliency prediction based on stereo contrast and stereo focus.

Hao Cheng, Jian Zhang, Qiang Wu, Ping An, Zhi Liu

EURASIP J. Image Video Process., 2017

Face Parsing via a Fully-Convolutional Continuous CRF Neural Network.

Lei Zhou, Zhi Liu, Xiangjian He

CoRR, 2017

Computational Model for Predicting Visual Fixations from Childhood to Adulthood.

Olivier Le Meur, Antoine Coutrot, Zhi Liu, Adrien Le Roch, Andrea Helo, Pia Rama

CoRR, 2017

Saliency-based navigation in omnidirectional image.

Thomas Maugey, Olivier Le Meur, Zhi Liu

Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Two-Stage Transfer Learning of End-to-End Convolutional Neural Networks for Webpage Saliency Prediction.

Wei Shan, Guangling Sun, Xiaofei Zhou, Zhi Liu

Proceedings of the Intelligence Science and Big Data Engineering, 2017

Human Pose Estimation via Deep Part Detection.

Xiangyang Wang, Jiacheng Hu, Yusu Jin, Zhi Liu, Xiaoqiang Zhu, Qiuyu Zhu, Haiwu Zhao

Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Depth-aware object instance segmentation.

Linwei Ye, Zhi Liu, Yang Wang

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Age-dependent saccadic models for predicting eye movements.

Olivier Le Meur, Antoine Coutrot, Adrien Le Roch, Andrea Helo, Pia Rama, Zhi Liu

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Two-Stage Saliency Fusion for Object Segmentation.

Guangling Sun, Jingru Ren, Zhi Liu, Wei Shan

Proceedings of the Image and Graphics - 9th International Conference, 2017

Semi-Global Weighted Least Squares in Image Filtering.

Wei Liu, Xiaogang Chen, Chunhua Shen, Zhi Liu, Jie Yang

Proceedings of the IEEE International Conference on Computer Vision, 2017

Your gaze betrays your age.

Olivier Le Meur, Antoine Coutrot, Zhi Liu, Pia Rama, Adrien Le Roch, Andrea Helo

Proceedings of the 25th European Signal Processing Conference, 2017

Visual Saliency Fusion Based Multi-feature for Semantic Image Retrieval.

Jianan Chen, Cong Bai, Ling Huang, Zhi Liu, Shengyong Chen

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016

Improving Saliency Detection Via Multiple Kernel Boosting and Adaptive Fusion.

Xiaofei Zhou, Zhi Liu, Guangling Sun, Linwei Ye, Xiangyang Wang

IEEE Signal Process. Lett., 2016

Saliency Detection Via Similar Image Retrieval.

Linwei Ye, Zhi Liu, Xiaofei Zhou, Liquan Shen, Jian Zhang

IEEE Signal Process. Lett., 2016

RGBD Co-saliency Detection via Bagging-Based Clustering.

Hangke Song, Zhi Liu, Yufeng Xie, Lishan Wu, Mengke Huang

IEEE Signal Process. Lett., 2016

Facial descriptor for Kinect depth using inner-inter-normal components local binary patterns and tensor histograms.

Guangling Sun, Yong Dong, Xiaofei Zhou, Zhi Liu

Mach. Vis. Appl., 2016

Improving RGBD Saliency Detection Using Progressive Region Classification and Saliency Fusion.

Huan Du, Zhi Liu, Hangke Song, Lin Mei, Zheng Xu

IEEE Access, 2016

Using independent component analysis and binocular combination for stereoscopic image quality assessment.

Xianqiu Geng, Liquan Shen, Ping An, Zhi Liu

Proceedings of the 2016 Visual Communications and Image Processing, 2016

A New Rate Control Algorithm Based on Region of Interest for HEVC.

Liquan Shen, Qianqian Hu, Zhi Liu, Ping An

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Multi-scale Deep Residual Networks for Fine-Grained Image Classification.

Xiangyang Wang, Yusu Jin, Zhi Liu, Yadong Zhao, Xiaoqiang Zhu, Juan Zhang

Proceedings of the Digital TV and Wireless Multimedia Communication, 2016

Webpage Image Saliency Prediction via Adaptive SVM.

Wei Shan, Guangling Sun, Zhi Liu

Proceedings of the Digital TV and Wireless Multimedia Communication, 2016

Depth-aware saliency detection using discriminative saliency fusion.

Hangke Song, Zhi Liu, Huan Du, Guangling Sun

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Unsupervised Joint Salient Region Detection and Object Segmentation.

Wenbin Zou, Zhi Liu, Kidiyo Kpalma, Joseph Ronsin, Yong Zhao, Nikos Komodakis

IEEE Trans. Image Process., 2015

Co-Saliency Detection via Co-Salient Object Discovery and Recovery.

Linwei Ye, Zhi Liu, Junhao Li, Wan-Lei Zhao, Liquan Shen

IEEE Signal Process. Lett., 2015

Efficient Saliency-Model-Guided Visual Co-Saliency Detection.

Yijun Li, Keren Fu, Zhi Liu, Jie Yang

IEEE Signal Process. Lett., 2015

Fast TU size decision algorithm for HEVC encoders using Bayesian theorem detection.

Liquan Shen, Zhaoyang Zhang, Xinpeng Zhang, Ping An, Zhi Liu

Signal Process. Image Commun., 2015

Special issue on recent advances in saliency models, applications and evaluations.

Zhi Liu, Olivier Le Meur, Ali Borji, Hongliang Li

Signal Process. Image Commun., 2015

Spatiotemporal saliency detection based on superpixel-level trajectory.

Junhao Li, Zhi Liu, Xiang Zhang, Olivier Le Meur, Liquan Shen

Signal Process. Image Commun., 2015

K-means based histogram using multiresolution feature vectors for color texture database retrieval.

Cong Bai, Jinglin Zhang, Zhi Liu, Wan-Lei Zhao

Multim. Tools Appl., 2015

Evaluation on fusion of saliency and objectness for salient object segmentation.

Linwei Ye, Zhi Liu, Lina Li

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Saliency detection for RGBD images.

Hangke Song, Zhi Liu, Huan Du, Guangling Sun, Cong Bai

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Salient Object Segmentation from Stereoscopic Images.

Xingxing Fan, Zhi Liu, Linwei Ye

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

A Novel Saliency Model for Stereoscopic Images.

Hao Cheng, Jian Zhang, Ping An, Zhi Liu

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014

Effective CU Size Decision for HEVC Intracoding.

Liquan Shen, Zhaoyang Zhang, Zhi Liu

IEEE Trans. Image Process., 2014

Saliency Tree: A Novel Saliency Detection Framework.

Zhi Liu, Wenbin Zou, Olivier Le Meur

IEEE Trans. Image Process., 2014

Adaptive Inter-Mode Decision for HEVC Jointly Utilizing Inter-Level and Spatiotemporal Correlations.

Liquan Shen, Zhaoyang Zhang, Zhi Liu

IEEE Trans. Circuits Syst. Video Technol., 2014

Superpixel-Based Spatiotemporal Saliency Detection.

Zhi Liu, Xiang Zhang, Shuhua Luo, Olivier Le Meur

IEEE Trans. Circuits Syst. Video Technol., 2014

Low Complexity Depth Coding Assisted by Coding Information From Color Video.

Liquan Shen, Ping An, Zhi Liu, Zhaoyang Zhang

IEEE Trans. Broadcast., 2014

Video Retargeting Based on Stretchability-Aware Blocks Scaling.

Huan Du, Zhi Liu, Zhiguo Yan, Yayun Jiang

Proceedings of the 2014 10th International Conference on Semantics, 2014

Co-saliency detection based on region-level fusion and pixel-level refinement.

Lina Li, Zhi Liu, Wenbin Zou, Xiang Zhang, Olivier Le Meur

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Robust blurred face recognition using sample-wise kernel estimation and random compressed multi-scale local binary pattern histograms.

Guangling Sun, Zhi Liu

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Salient region detection for stereoscopic images.

Xingxing Fan, Zhi Liu, Guangling Sun

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Saliency Aggregation: Does Unity Make Strength?

Olivier Le Meur, Zhi Liu

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

An Effective CU Size Decision Method for HEVC Encoders.

Liquan Shen, Zhi Liu, Xinpeng Zhang, Wenqiang Zhao, Zhaoyang Zhang

IEEE Trans. Multim., 2013

A novel H.264 rate control algorithm with consideration of visual attention.

Liquan Shen, Zhi Liu, Zhaoyang Zhang

Multim. Tools Appl., 2013

Stretchability-aware block scaling for image retargeting.

Huan Du, Zhi Liu, Jianliang Jiang, Liquan Shen

J. Vis. Commun. Image Represent., 2013

Superpixel-based saliency detection.

Zhi Liu, Olivier Le Meur, Shuhua Luo

Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

A novel region merging based image segmentation approach for automatic object extraction.

Lin Zha, Zhi Liu, Shuhua Luo, Liquan Shen

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Cost-sensitive background subtraction.

Xiang Zhang, Jian Cheng, Zhi Liu, Jie Yang

Proceedings of the IEEE International Conference on Image Processing, 2013

Efficient saliency detection using regional color and spatial information.

Shuhua Luo, Zhi Liu, Lina Li, Xuemei Zou, Olivier Le Meur

Proceedings of the European Workshop on Visual Information Processing, 2013

Segmentation Driven Low-rank Matrix Recovery for Saliency Detection.

Wenbin Zou, Kidiyo Kpalma, Zhi Liu, Joseph Ronsin

Proceedings of the British Machine Vision Conference, 2013

2012

Unsupervised Salient Object Segmentation Based on Kernel Density Estimation and Two-Phase Graph Cut.

Zhi Liu, Ran Shi, Liquan Shen, Yinzhu Xue, King Ngi Ngan, Zhaoyang Zhang

IEEE Trans. Multim., 2012

Inter mode selection for depth map coding in 3D video.

Liquan Shen, Zhaoyang Zhang, Zhi Liu

IEEE Trans. Consumer Electron., 2012

Region Diversity Maximization for Salient Object Detection.

Ran Shi, Zhi Liu, Huan Du, Xiang Zhang, Liquan Shen

IEEE Signal Process. Lett., 2012

Interactive Object Segmentation Using Graph Cut and Contour Refinement.

Minghua Shen, Lin Zha, Zhi Liu, Shuhua Luo

Proceedings of the Advances on Digital Television and Wireless Multimedia Communications, 2012

2011

Low-Complexity Mode Decision for MVC.

Liquan Shen, Zhi Liu, Ping An, Ran Ma, Zhaoyang Zhang

IEEE Trans. Circuits Syst. Video Technol., 2011

Unsupervised image segmentation based on analysis of binary partition tree for salient object extraction.

Zhi Liu, Liquan Shen, Zhaoyang Zhang

Signal Process., 2011

Interactive object segmentation using iterative adjustable graph cut.

Ran Shi, Zhi Liu, Yinzhu Xue, Xiang Zhang

Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

2010

View-Adaptive Motion Estimation and Disparity Estimation for Low Complexity Multiview Video Coding.

Liquan Shen, Zhi Liu, Tao Yan, Zhaoyang Zhang, Ping An

IEEE Trans. Circuits Syst. Video Technol., 2010

Efficient SKIP Mode Detection for Coarse Grain Quality Scalable Video Coding.

Liquan Shen, Yiwen Sun, Zhi Liu, Zhaoyang Zhang

IEEE Signal Process. Lett., 2010

Early SKIP mode decision for MVC using inter-view correlation.

Liquan Shen, Zhi Liu, Tao Yan, Zhaoyang Zhang, Ping An

Signal Process. Image Commun., 2010

Automatic segmentation of focused objects from images with low depth of field.

Zhi Liu, Weiwei Li, Liquan Shen, Zhongmin Han, Zhaoyang Zhang

Pattern Recognit. Lett., 2010

Fast mode decision for scalable video coding utilizing spatial and interlayer correlation.

Liquan Shen, Zhi Liu, Ping An, Ran Ma, Zhaoyang Zhang

J. Electronic Imaging, 2010

Unsupervised salient object segmentation from color images.

Zhi Liu, Lu Wang, Liquan Shen, Zhaoyang Zhang

Proceedings of the Visual Communications and Image Processing 2010, 2010

An adaptive early termination of mode decision using inter-layer correlation in scalable video coding.

Liquan Shen, Zhi Liu, Ping An, Ran Ma, Zhaoyang Zhang

Proceedings of the International Conference on Image Processing, 2010

Nonparametric saliency detection using kernel density estimation.

Zhi Liu, Yinzhu Xue, Liquan Shen, Zhaoyang Zhang

Proceedings of the International Conference on Image Processing, 2010

2009

An Efficient Intermode Decision Algorithm Based on Motion Homogeneity for H.264/AVC.

Zhi Liu, Liquan Shen, Zhaoyang Zhang

IEEE Trans. Circuits Syst. Video Technol., 2009

Selective Disparity Estimation and Variable Size Motion Estimation Based on Motion Homogeneity for Multi-View Coding.

Liquan Shen, Zhi Liu, Suxing Liu, Zhaoyang Zhang, Ping An

IEEE Trans. Broadcast., 2009

Selective VS-MRF-ME and intra coding in H.264 based on spatiotemporal continuity of motion field.

Liquan Shen, Zhi Liu, Zhaoyang Zhang, Xuli Shi

Signal Process. Image Commun., 2009

Frame-level bit allocation based on incremental PID algorithm and frame complexity estimation.

Liquan Shen, Zhi Liu, Zhaoyang Zhang, Xuli Shi

J. Vis. Commun. Image Represent., 2009

Macroblock-level adaptive search range algorithm for motion estimation in multiview video coding.

Liquan Shen, Guorui Feng, Zhi Liu, Zhaoyang Zhang, Ping An

J. Electronic Imaging, 2009

Fast mode decision for multiview video coding.

Liquan Shen, Tao Yan, Zhi Liu, Zhaoyang Zhang, Ping An, Lei Yang

Proceedings of the International Conference on Image Processing, 2009

Motion attention based frame-level bit allocation scheme for H.264.

Liquan Shen, Zhi Liu, Zhaoyang Zhang, Hongbo Yan

Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

A Motion Attention Model Based Rate Control Algorithm for H.264/AVC.

Zhi Liu, Hongbo Yan, Liquan Shen, Yongfang Wang, Zhaoyang Zhang

Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

Salient Object Extraction Based on Region Saliency Ratio.

Zhongmin Han, Zhi Liu, Zhaoyang Zhang, Yu Lu, Weiwei Li, Hongbo Yan

Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008

Fast Inter Mode Decision Using Spatial Property of Motion Field.

Liquan Shen, Zhi Liu, Zhaoyang Zhang, Xuli Shi

IEEE Trans. Multim., 2008

Novel intermode decision algorithm in H.264/AVC.

Liquan Shen, Zhi Liu, Zhaoyang Zhang, Leirui Wang, Guozhong Wang

J. Electronic Imaging, 2008

Fast multiframe selection algorithm based on spatial-temporal characteristics of motion field.

Liquan Shen, Zhi Liu, Zhaoyang Zhang

J. Electronic Imaging, 2008

2007

An Adaptive and Fast Multiframe Selection Algorithm for H.264 Video Coding.

Liquan Shen, Zhi Liu, Zhaoyang Zhang, Guozhong Wang

IEEE Signal Process. Lett., 2007

An adaptive and fast fractional pixel search algorithm in H.264.

Liquan Shen, Zhaoyang Zhang, Zhi Liu, Wenjun Zhang

Signal Process., 2007

Real-time spatiotemporal segmentation of video objects in the H.264 compressed domain.

Zhi Liu, Yu Lu, Zhaoyang Zhang

J. Vis. Commun. Image Represent., 2007

An Adaptive and Fast H.264 Multi-Frame Selection Algorithm Based on Information from Previous Searches.

Liquan Shen, Zhi Liu, Zhaoyang Zhang, Xuli Shi

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Novel Video Object Tracking Approach Based on Kernel Density Estimation and Markov Random Field.

Zhi Liu, Liquan Shen, Zhongmin Han, Zhaoyang Zhang

Proceedings of the International Conference on Image Processing, 2007

Video nature considerations for multi-frame selection algorithm in H.264.

Liquan Shen, Zhi Liu, Zhaoyang Zhang, Guozhong Wang

Proceedings of the 2007 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2007), 2007

A novel algorithm to fast mode decision with consideration about video texture in H.264.

Liquan Shen, Zhi Liu, Zhaoyang Zhang, Guozhong Wang

Proceedings of the 2007 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2007), 2007

2005

An efficient face segmentation algorithm based on binary partition tree.

Zhi Liu, Jie Yang, Ningsong Peng

Signal Process. Image Commun., 2005

Mean shift blob tracking with kernel histogram filtering and hypothesis testing.

Ningsong Peng, Jie Yang, Zhi Liu

Pattern Recognit. Lett., 2005

Semi-automatic video object segmentation using seeded region merging and bidirectional projection.

Zhi Liu, Jie Yang, Ningsong Peng

Pattern Recognit. Lett., 2005

2004

A New Tracking Mechanism for Semi-automatic Video Object Segmentation.

Zhi Liu, Jie Yang, Ningsong Peng

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004