Zhi Liu

According to our database1, Zhi Liu authored at least 139 papers between 2004 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
SAL: Selection and Attention Losses for Weakly Supervised Semantic Segmentation.
IEEE Trans. Multim., 2021

Personal Fixations-Based Object Segmentation With Object Localization and Boundary Preservation.
IEEE Trans. Image Process., 2021

Hierarchical Alternate Interaction Network for RGB-D Salient Object Detection.
IEEE Trans. Image Process., 2021

Referring Segmentation in Images and Videos with Cross-Modal Self-Attention Network.
CoRR, 2021

2020
Dual Convolutional LSTM Network for Referring Image Segmentation.
IEEE Trans. Multim., 2020

ICNet: Information Conversion Network for RGB-D Based Salient Object Detection.
IEEE Trans. Image Process., 2020

FANet: Features Adaptation Network for 360$^{\circ }$ Omnidirectional Salient Object Detection.
IEEE Signal Process. Lett., 2020

Effective schizophrenia recognition using discriminative eye movement features and model-metric based features.
Pattern Recognit. Lett., 2020

Saliency detection using adversarial learning networks.
J. Vis. Commun. Image Represent., 2020

Weakly supervised instance segmentation using multi-stage erasing refinement and saliency-guided proposals ordering.
J. Vis. Commun. Image Represent., 2020

Attention-guided RGBD saliency detection using appearance information.
Image Vis. Comput., 2020

An efficient and high quality medical CT image enhancement algorithm.
Int. J. Imaging Syst. Technol., 2020

Co-saliency detection via integration of multi-layer convolutional features and inter-image propagation.
Neurocomputing, 2020

Attentional coarse-and-fine generative adversarial networks for image inpainting.
Neurocomputing, 2020

Co-Saliency Detection Using Collaborative Feature Extraction And High-To-Low Feature Integration.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Fine-Grained Image Classification with Coarse and Fine Labels on One-Shot Learning.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Cross-Modal Weighting Network for RGB-D Salient Object Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Supervised learning based discrete hashing for image retrieval.
Pattern Recognit., 2019

Video co-segmentation based on directed graph.
Multim. Tools Appl., 2019

Saliency-aware inter-image color transfer for image manipulation.
Multim. Tools Appl., 2019

Effective online refinement for video object segmentation.
Multim. Tools Appl., 2019

Integration of statistical detector and Gaussian noise injection detector for adversarial example detection in deep neural networks.
Multim. Tools Appl., 2019

Salient object segmentation based on depth-aware image layering.
Multim. Tools Appl., 2019

Weakly labeled fine-grained classification with hierarchy relationship of fine and coarse labels.
J. Vis. Commun. Image Represent., 2019

Depth-aware saliency detection using convolutional neural networks.
J. Vis. Commun. Image Represent., 2019

Constrained fixation point based segmentation via deep neural network.
Neurocomputing, 2019

Saliency detection via multi-level integration and multi-scale fusion neural networks.
Neurocomputing, 2019

Deep Saliency Models : The Quest For The Loss Function.
CoRR, 2019

Learn Image Object Co-segmentation with Multi-scale Feature Fusion.
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.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Predicting Saliency Maps for ASD People.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Saliency-Guided Image Style Transfer.
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.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Cleaning Adversarial Perturbations via Residual Generative Network for Face Verification.
Proceedings of the IEEE International Conference on Acoustics, 2019

Cross-Modal Self-Attention Network for Referring Image Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Improving Video Saliency Detection via Localized Estimation and Spatiotemporal Refinement.
IEEE Trans. Multim., 2018

Efficient Intra Mode Selection for Depth-Map Coding Utilizing Spatiotemporal, Inter-Component and Inter-View Correlations in 3D-HEVC.
IEEE Trans. Image Process., 2018

Spatiotemporal salient object detection by integrating with objectness.
Multim. Tools Appl., 2018

RGBD co-saliency detection via multiple kernel boosting and fusion.
Multim. Tools Appl., 2018

Video saliency detection via bagging-based prediction and spatiotemporal propagation.
J. Vis. Commun. Image Represent., 2018

Saliency integration driven by similar images.
J. Vis. Commun. Image Represent., 2018

Unsupervised image co-segmentation via guidance of simple images.
Neurocomputing, 2018

Learning Semantic Segmentation with Diverse Supervision.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Video Saliency Detection Using Deep Convolutional Neural Networks.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Object Trajectory Proposal via Hierarchical Volume Grouping.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Multiple Kernel Boosting Based Two-level RGBD Image Co-Segmentation.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017
An Imbalance Compensation Framework for Background Subtraction.
IEEE Trans. Multim., 2017

Salient Object Segmentation via Effective Integration of Saliency and Objectness.
IEEE Trans. Multim., 2017

Depth-Aware Salient Object Detection and Segmentation via Multiscale Discriminative Saliency Fusion and Bootstrap Learning.
IEEE Trans. Image Process., 2017

Visual Attention Saccadic Models Learn to Emulate Gaze Patterns From Childhood to Adulthood.
IEEE Trans. Image Process., 2017

Saliency Detection for Unconstrained Videos Using Superpixel-Level Graph and Spatiotemporal Propagation.
IEEE Trans. Circuits Syst. Video Technol., 2017

Adaptive saliency fusion based on quality assessment.
Multim. Tools Appl., 2017

A spiking neural network model for obstacle avoidance in simulated prosthetic vision.
Inf. Sci., 2017

Stereoscopic visual saliency prediction based on stereo contrast and stereo focus.
EURASIP J. Image Video Process., 2017

Computational Model for Predicting Visual Fixations from Childhood to Adulthood.
CoRR, 2017

Saliency-based navigation in omnidirectional image.
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.
Proceedings of the Intelligence Science and Big Data Engineering, 2017

Human Pose Estimation via Deep Part Detection.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Depth-aware object instance segmentation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Age-dependent saccadic models for predicting eye movements.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Two-Stage Saliency Fusion for Object Segmentation.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Semi-Global Weighted Least Squares in Image Filtering.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Your gaze betrays your age.
Proceedings of the 25th European Signal Processing Conference, 2017

Visual Saliency Fusion Based Multi-feature for Semantic Image Retrieval.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016
Improving Saliency Detection Via Multiple Kernel Boosting and Adaptive Fusion.
IEEE Signal Process. Lett., 2016

Saliency Detection Via Similar Image Retrieval.
IEEE Signal Process. Lett., 2016

RGBD Co-saliency Detection via Bagging-Based Clustering.
IEEE Signal Process. Lett., 2016

Facial descriptor for Kinect depth using inner-inter-normal components local binary patterns and tensor histograms.
Mach. Vis. Appl., 2016

Improving RGBD Saliency Detection Using Progressive Region Classification and Saliency Fusion.
IEEE Access, 2016

Using independent component analysis and binocular combination for stereoscopic image quality assessment.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

A New Rate Control Algorithm Based on Region of Interest for HEVC.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Multi-scale Deep Residual Networks for Fine-Grained Image Classification.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2016

Webpage Image Saliency Prediction via Adaptive SVM.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2016

Depth-aware saliency detection using discriminative saliency fusion.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Co-Saliency Detection via Co-Salient Object Discovery and Recovery.
IEEE Signal Process. Lett., 2015

Efficient Saliency-Model-Guided Visual Co-Saliency Detection.
IEEE Signal Process. Lett., 2015

Fast TU size decision algorithm for HEVC encoders using Bayesian theorem detection.
Signal Process. Image Commun., 2015

Special issue on recent advances in saliency models, applications and evaluations.
Signal Process. Image Commun., 2015

Spatiotemporal saliency detection based on superpixel-level trajectory.
Signal Process. Image Commun., 2015

K-means based histogram using multiresolution feature vectors for color texture database retrieval.
Multim. Tools Appl., 2015

Evaluation on fusion of saliency and objectness for salient object segmentation.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Saliency detection for RGBD images.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Salient Object Segmentation from Stereoscopic Images.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

A Novel Saliency Model for Stereoscopic Images.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014
Effective CU Size Decision for HEVC Intracoding.
IEEE Trans. Image Process., 2014

Saliency Tree: A Novel Saliency Detection Framework.
IEEE Trans. Image Process., 2014

Adaptive Inter-Mode Decision for HEVC Jointly Utilizing Inter-Level and Spatiotemporal Correlations.
IEEE Trans. Circuits Syst. Video Technol., 2014

Superpixel-Based Spatiotemporal Saliency Detection.
IEEE Trans. Circuits Syst. Video Technol., 2014

Low Complexity Depth Coding Assisted by Coding Information From Color Video.
IEEE Trans. Broadcast., 2014

Video Retargeting Based on Stretchability-Aware Blocks Scaling.
Proceedings of the 2014 10th International Conference on Semantics, 2014

Co-saliency detection based on region-level fusion and pixel-level refinement.
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.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Salient region detection for stereoscopic images.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Saliency Aggregation: Does Unity Make Strength?
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
An Effective CU Size Decision Method for HEVC Encoders.
IEEE Trans. Multim., 2013

A novel H.264 rate control algorithm with consideration of visual attention.
Multim. Tools Appl., 2013

Stretchability-aware block scaling for image retargeting.
J. Vis. Commun. Image Represent., 2013

Superpixel-based saliency detection.
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.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Cost-sensitive background subtraction.
Proceedings of the IEEE International Conference on Image Processing, 2013

Efficient saliency detection using regional color and spatial information.
Proceedings of the European Workshop on Visual Information Processing, 2013

2012
Unsupervised Salient Object Segmentation Based on Kernel Density Estimation and Two-Phase Graph Cut.
IEEE Trans. Multim., 2012

Inter mode selection for depth map coding in 3D video.
IEEE Trans. Consumer Electron., 2012

Region Diversity Maximization for Salient Object Detection.
IEEE Signal Process. Lett., 2012

Interactive Object Segmentation Using Graph Cut and Contour Refinement.
Proceedings of the Advances on Digital Television and Wireless Multimedia Communications, 2012

2011
Low-Complexity Mode Decision for MVC.
IEEE Trans. Circuits Syst. Video Technol., 2011

Unsupervised image segmentation based on analysis of binary partition tree for salient object extraction.
Signal Process., 2011

Interactive object segmentation using iterative adjustable graph cut.
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.
IEEE Trans. Circuits Syst. Video Technol., 2010

Efficient SKIP Mode Detection for Coarse Grain Quality Scalable Video Coding.
IEEE Signal Process. Lett., 2010

Early SKIP mode decision for MVC using inter-view correlation.
Signal Process. Image Commun., 2010

Automatic segmentation of focused objects from images with low depth of field.
Pattern Recognit. Lett., 2010

Fast mode decision for scalable video coding utilizing spatial and interlayer correlation.
J. Electronic Imaging, 2010

Unsupervised salient object segmentation from color images.
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.
Proceedings of the International Conference on Image Processing, 2010

Nonparametric saliency detection using kernel density estimation.
Proceedings of the International Conference on Image Processing, 2010

2009
An Efficient Intermode Decision Algorithm Based on Motion Homogeneity for H.264/AVC.
IEEE Trans. Circuits Syst. Video Technol., 2009

Selective Disparity Estimation and Variable Size Motion Estimation Based on Motion Homogeneity for Multi-View Coding.
IEEE Trans. Broadcast., 2009

Selective VS-MRF-ME and intra coding in H.264 based on spatiotemporal continuity of motion field.
Signal Process. Image Commun., 2009

Frame-level bit allocation based on incremental PID algorithm and frame complexity estimation.
J. Vis. Commun. Image Represent., 2009

Macroblock-level adaptive search range algorithm for motion estimation in multiview video coding.
J. Electronic Imaging, 2009

Fast mode decision for multiview video coding.
Proceedings of the International Conference on Image Processing, 2009

Motion attention based frame-level bit allocation scheme for H.264.
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.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

Salient Object Extraction Based on Region Saliency Ratio.
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.
IEEE Trans. Multim., 2008

Novel intermode decision algorithm in H.264/AVC.
J. Electronic Imaging, 2008

Fast multiframe selection algorithm based on spatial-temporal characteristics of motion field.
J. Electronic Imaging, 2008

2007
An Adaptive and Fast Multiframe Selection Algorithm for H.264 Video Coding.
IEEE Signal Process. Lett., 2007

An adaptive and fast fractional pixel search algorithm in H.264.
Signal Process., 2007

Real-time spatiotemporal segmentation of video objects in the H.264 compressed domain.
J. Vis. Commun. Image Represent., 2007

An Adaptive and Fast H.264 Multi-Frame Selection Algorithm Based on Information from Previous Searches.
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.
Proceedings of the International Conference on Image Processing, 2007

Video nature considerations for multi-frame selection algorithm in H.264.
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.
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.
Signal Process. Image Commun., 2005

Mean shift blob tracking with kernel histogram filtering and hypothesis testing.
Pattern Recognit. Lett., 2005

Semi-automatic video object segmentation using seeded region merging and bidirectional projection.
Pattern Recognit. Lett., 2005

2004
A New Tracking Mechanism for Semi-automatic Video Object Segmentation.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004


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