Zhiheng Zhou

Orcid: 0000-0003-4040-0175

Affiliations:
  • South China University of Technology, School of Electronic and Information Engineering, Guangzhou, China


According to our database1, Zhiheng Zhou authored at least 78 papers between 2004 and 2026.

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

Timeline

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Bibliography

2026
SDCos_ACLS: Active contours with local blocks similarity guided by co-saliency maps based on sparse decomposition.
Signal Process., 2026

2025
Noisy image segmentation utilizing entropy-adaptive fractional differential-driven active contours.
Multim. Tools Appl., July, 2025

Improve Cross-Domain Mixed Sampling With Guidance Training for Adaptive Segmentation.
IEEE Trans. Instrum. Meas., 2025

Integrating Ordinary Differential Equations With Sparse Attention for Power Load Forecasting.
IEEE Trans. Instrum. Meas., 2025

Refining visual token sequence for efficient image captioning.
Neural Networks, 2025

BiPC: Bidirectional Probability Calibration for Unsupervised Domain Adaption.
Expert Syst. Appl., 2025

Spatial-angular features based no-reference light field quality assessment.
Expert Syst. Appl., 2025

2024
Unsupervised Domain Adaption Harnessing Vision-Language Pre-Training.
IEEE Trans. Circuits Syst. Video Technol., September, 2024

DeepAR-Attention probabilistic prediction for stock price series.
Neural Comput. Appl., September, 2024

An adaptive multi-level-sets active contour model based on block search.
Multim. Tools Appl., September, 2024

Attributes-Assisted Joint Contrastive Learning for Person Re-Identification.
IEEE Internet Things J., July, 2024

Neural Ordinary Differential Equation Networks for Fintech Applications Using Internet of Things.
IEEE Internet Things J., June, 2024

Super-resolution reconstructed video coding scheme based on inter-frame information.
Multim. Tools Appl., May, 2024

Fast CU patition based on image similarity using neural network.
Multim. Tools Appl., March, 2024

EARNet: Error-Aware Reconstruction Network for no-reference image quality assessment.
Expert Syst. Appl., March, 2024

Graph-Based Semantic Embedding Refinement for Zero-Shot Remote Sensing Image Scene Classification.
IEEE Trans. Aerosp. Electron. Syst., February, 2024

Cross-modal domain generalization semantic segmentation based on fusion features.
Knowl. Based Syst., 2024

Generalized zero-shot action recognition through reservation-based gate and semantic-enhanced contrastive learning.
Knowl. Based Syst., 2024

Consistent representation joint adaptive adjustment for incremental zero-shot learning.
Neurocomputing, 2024

Superclass-aware visual feature disentangling for generalized zero-shot learning.
Expert Syst. Appl., 2024

A Two-Way Active Contour Model for Incomplete Contour Segmentation.
Circuits Syst. Signal Process., 2024

Camera Bias Regularization for Person Re-identification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Balanced Active Sampling for Person Re-identification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023
Adaptive active contour model based on local bias field estimation and saliency.
J. Intell. Fuzzy Syst., December, 2023

Visual representations with texts domain generalization for semantic segmentation.
Appl. Intell., December, 2023

Visual-Textual Alignment for Generalizable Person Reidentification in Internet of Things.
IEEE Internet Things J., August, 2023

Hand pose estimation based on fish skeleton CNN: application in gesture recognition.
J. Intell. Fuzzy Syst., 2023

A Lightweight Network Deployed on ARM Devices for Hand Gesture Recognition.
IEEE Access, 2023

2022
Inpainting Digital Dunhuang Murals with Structure-Guided Deep Network.
ACM Journal on Computing and Cultural Heritage, December, 2022

Superpixel attention guided network for accurate and real-time salient object detection.
Multim. Tools Appl., November, 2022

Label-guided heterogeneous domain adaptation.
Multim. Tools Appl., 2022

Cascaded hierarchical CNN for 2D hand pose estimation from a single color image.
Multim. Tools Appl., 2022

Unbiased feature generating for generalized zero-shot learning.
J. Vis. Commun. Image Represent., 2022

Discriminative distribution alignment for domain adaptive object detection.
Neurocomputing, 2022

Few-shot domain adaptation through compensation-guided progressive alignment and bias reduction.
Appl. Intell., 2022

Asymmetric Adversarial-based Feature Disentanglement Learning for Cross-Database Micro-Expression Recognition.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021
Asymmetric alignment joint consistent regularization for multi-source domain adaptation.
Multim. Tools Appl., 2021

Domain compensatory adversarial networks for partial domain adaptation.
Multim. Tools Appl., 2021

Gauss-guided patch-based deep convolutional neural networks for no-reference image quality assessment.
J. Intell. Fuzzy Syst., 2021

Nighttime vehicle detection based on direction attention network and bayes corner localization.
J. Intell. Fuzzy Syst., 2021

Weakly supervised salient object detection via double object proposals guidance.
IET Image Process., 2021

Global-to-local region-based indicator embedded in edge-based level set model for segmentation.
Digit. Signal Process., 2021

Image Segmentation Using Level Set Driven by Generalized Divergence.
Circuits Syst. Signal Process., 2021

STA3DCNN: Spatial-Temporal Attention 3D Convolutional Neural Network for Citywide Crowd Flow Prediction.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020
Heterogeneous domain adaptation with label and structural consistency.
Multim. Tools Appl., 2020

Common-specific feature learning for multi-source domain adaptation.
IET Image Process., 2020

Nonparametric Distribution Prior Model for Image Segmentation.
IEICE Trans. Inf. Syst., 2020

DAGNet: Exploring the Structure of Objects for Saliency Detection.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Frame-Guided Region-Aligned Representation for Video Person Re-Identification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Prior distribution-based statistical active contour model.
Multim. Tools Appl., 2019

Joint category-level and discriminative feature learning networks for unsupervised domain adaptation.
J. Intell. Fuzzy Syst., 2019

Transfer metric learning for unsupervised domain adaptation.
IET Image Process., 2019

Deep part-related feature learning for human-level biometrics.
IET Biom., 2019

Improving Slice-Based Model for Person Re-ID with Multi-Level Representation and Triplet-Center Loss.
IEICE Trans. Inf. Syst., 2019

A Part-Based Gaussian Reweighted Approach for Occluded Vehicle Detection.
IEICE Trans. Inf. Syst., 2019

Delving into the Impact of Saliency Detector: A GeminiNet for Accurate Saliency Detection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

2018
Practical Incremental Gradient Method for Large-Scale Problems.
Proceedings of the TENCON 2018, 2018

2017
Video error concealment scheme based on tensor model.
Multim. Tools Appl., 2017

Gradient vector flow combined saliency analysis for active contours.
Int. J. Adv. Media Commun., 2017

Improved background subtraction based on word consensus models.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Static Hand Gesture Recognition Based on RGB-D Image and Arm Removal.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

Accelerating Stochastic Variance Reduced Gradient Using Mini-Batch Samples on Estimation of Average Gradient.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

Incremental Extreme Learning Machine via Fast Random Search Method.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2015
Visual vehicles detection and robustness enhancement.
Proceedings of the International Conference on Connected Vehicles and Expo, 2015

2014
Gradient descent with adaptive momentum for active contour models.
IET Comput. Vis., 2014

A Biased Vector Field Convolution External Force for Snakes.
Circuits Syst. Signal Process., 2014

2013
Dynamically Constrained Vector Field Convolution for Active Contour Model.
IEICE Trans. Inf. Syst., 2013

Construction of vector field for snakes.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012
Image Segmentation Based on the Poincaré Map Method.
IEEE Trans. Image Process., 2012

2011
An efficient spatio-temporal boundary matching algorithm for video error concealment.
Multim. Tools Appl., 2011

2010
Coarse-to-fine boundary location with a SOM-like method.
IEEE Trans. Neural Networks, 2010

2009
Arranging and Interpolating Sparse Unorganized Feature Points With Geodesic Circular Arc.
IEEE Trans. Image Process., 2009

Blind Sources Separation Algorithm Based on Adaptive Givens Rotations.
Proceedings of the Fifth International Conference on Natural Computation, 2009

2007
Contour Extraction Algorithm Using a Robust Neural Network.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006
Improved Clustering and Anisotropic Gradient Descent Algorithm for Compact RBF Network.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005
Blocking Artifacts Measurement Based on the Human Visual System.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Error Concealment Based on Adaptive MRF-MAP Framework.
Proceedings of the Advances in Machine Learning and Cybernetics, 2005

2004
Video sequences error concealment based on texture detection.
Proceedings of the 8th International Conference on Control, 2004


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