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Scopus Author ID: 55613280300
SciProfiles: 895214

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Education and qualifications (1)

Guizhou Normal University: Guiyang, Guizhou Province, CN

pHD, Professor (School of Big Data and Computer Science)
Education
Source: Self-asserted source
Weihua Ou

Professional activities (1)

IEEE Computer Society: Washington, DC, US

Member
Membership
Source: Self-asserted source
Weihua Ou

Funding (2)

基于结构约束的跨模态检索方法研究

2018-01-01 to 2021-12-31 | Grant
National Natural Science Foundation of China (Beijing, CN)
URL: https://app.dimensions.ai/details/grant/grant.8310046
GRANT_NUMBER: 61762021
Source: Self-asserted source
Weihua Ou via DimensionsWizard

基于鲁棒判别式非负字典学习的遮挡人脸识别研究

2015-01-01 to 2017-12-31 | Grant
National Natural Science Foundation of China (Beijing, CN)
URL: https://app.dimensions.ai/details/grant/grant.8295223
GRANT_NUMBER: 61402122
Source: Self-asserted source
Weihua Ou via DimensionsWizard

Works (50 of 78)

Items per page:
Page 1 of 2

Spectral adversarial attack on graph via node injection

Neural Networks
2025-04 | Journal article
DOI: 10.1016/j.neunet.2024.107046
Contributors: Weihua Ou; Yi Yao; Jiahao Xiong; Yunshun Wu; Xianjun Deng; Jianping Gou; Jiamin Chen
Source: check_circle
Crossref

Study-level cross-modal retrieval of chest x-ray images and reports with adapter-based fine-tuning

Physics in Medicine & Biology
2025-02-16 | Journal article
DOI: 10.1088/1361-6560/adaf05
Contributors: Yingjie Chen; Weihua Ou; Zhifan Gao; Lingge Lai; Yang Wu; Qianqian Chen
Source: check_circle
Crossref

Boundary-Guided Lightweight Semantic Segmentation With Multi-Scale Semantic Context

IEEE Transactions on Multimedia
2024 | Journal article
DOI: 10.1109/TMM.2024.3372835
Contributors: Quan Zhou; Linjie Wang; Guangwei Gao; Bin Kang; Weihua Ou; Huimin Lu
Source: check_circle
Crossref

Graph Convolutional Networks with Collaborative Feature Fusion for Sequential Recommendation

IEEE Transactions on Big Data
2024 | Journal article
DOI: 10.1109/TBDATA.2024.3426355
Contributors: Jianping Gou; Youhui Cheng; Yibing Zhan; Baosheng Yu; Weihua Ou; Yi Zhang
Source: check_circle
Crossref

Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning

IEEE Transactions on Multimedia
2024 | Journal article
DOI: 10.1109/TMM.2023.3279988
Contributors: Jianping Gou; Nannan Xie; Yunhao Yuan; Lan Du; Weihua Ou; Zhang Yi
Source: check_circle
Crossref

Multimodal Recipe Recommendation with Heterogeneous Graph Neural Networks

Electronics
2024-08-19 | Journal article
DOI: 10.3390/electronics13163283
Contributors: Ruiqi Ouyang; Haodong Huang; Weihua Ou; Qilong Liu
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Representation separation adversarial networks for cross-modal retrieval

Wireless Networks
2024-07 | Journal article
DOI: 10.1007/s11276-020-02382-4
Contributors: Jiaxin Deng; Weihua Ou; Jianping Gou; Heping Song; Anzhi Wang; Xing Xu
Source: check_circle
Crossref

Non-contact heart rate measurement from face video based on group sparse representation

Digital Signal Processing
2024-01 | Journal article
DOI: 10.1016/j.dsp.2023.104288
Contributors: Weihua Ou; Longbao Chen; Jiahao Xiong; Jie Han; Wu Zeng; Jianping Gou
Source: check_circle
Crossref

Multilevel Attention-Based Sample Correlations for Knowledge Distillation

IEEE Transactions on Industrial Informatics
2023-05 | Journal article
DOI: 10.1109/TII.2022.3209672
Contributors: Jianping Gou; Liyuan Sun; Baosheng Yu; Shaohua Wan; Weihua Ou; Zhang Yi
Source: check_circle
Crossref

Cross-Modal Generation and Pair Correlation Alignment Hashing

IEEE Transactions on Intelligent Transportation Systems
2023-03 | Journal article
DOI: 10.1109/TITS.2022.3221787
Contributors: Weihua Ou; Jiaxin Deng; Lei Zhang; Jianping Gou; Quan Zhou
Source: check_circle
Crossref

Robust Graph Structure Learning with Virtual Nodes Construction

Mathematics
2023-03-13 | Journal article
DOI: 10.3390/math11061397
Contributors: Wenchuan Zhang; Weihua Ou; Weian Li; Jianping Gou; Wenjun Xiao; Bin Liu
Source: check_circle
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grade
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Preface to the Special Issue “Advancement of Mathematical Methods in Feature Representation Learning for Artificial Intelligence, Data Mining and Robotics”—Special Issue Book

Mathematics
2023-02-13 | Journal article
DOI: 10.3390/math11040940
Contributors: Weihua Ou; Jianping Gou; Shaoning Zeng; Lan Du
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Collaborative Learning With a Multi-Branch Framework for Feature Enhancement

IEEE Transactions on Multimedia
2022 | Journal article
DOI: 10.1109/TMM.2021.3061810
Contributors: Xiao Luan; Yuanyuan Zhao; Weihua Ou; Linghui Liu; Weisheng Li; Yucheng Shu; Hongmin Geng
Source: check_circle
Crossref

DCTNets: Deep crowd transfer networks for an approximate crowd counting

Cognitive Robotics
2022 | Journal article
DOI: 10.1016/j.cogr.2022.03.004
Contributors: Arslan Ali; Weihua Ou; Saima Kanwal
Source: check_circle
Crossref

Remote Heart Rate Estimation by Pulse Signal Reconstruction Based on Structural Sparse Representation

Electronics
2022-11-15 | Journal article
DOI: 10.3390/electronics11223738
Contributors: Jie Han; Weihua Ou; Jiahao Xiong; Shihua Feng
Source: check_circle
Crossref
grade
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Deep Adaptively-Enhanced Hashing With Discriminative Similarity Guidance for Unsupervised Cross-Modal Retrieval

IEEE Transactions on Circuits and Systems for Video Technology
2022-10 | Journal article
DOI: 10.1109/TCSVT.2022.3172716
Contributors: Yufeng Shi; Yue Zhao; Xin Liu; Feng Zheng; Weihua Ou; Xinge You; Qinmu Peng
Source: check_circle
Crossref

A class-specific mean vector-based weighted competitive and collaborative representation method for classification

Neural Networks
2022-06 | Journal article
DOI: 10.1016/j.neunet.2022.02.021
Contributors: Jianping Gou; Xin He; Junyu Lu; Hongxing Ma; Weihua Ou; Yunhao Yuan
Source: check_circle
Crossref

A representation coefficient-based k-nearest centroid neighbor classifier

Expert Systems with Applications
2022-05 | Journal article
DOI: 10.1016/j.eswa.2022.116529
Contributors: Jianping Gou; Liyuan Sun; Lan Du; Hongxing Ma; Taisong Xiong; Weihua Ou; Yongzhao Zhan
Source: check_circle
Crossref

Almost sure stability for a class of dual switching linear discrete‐time systems

Concurrency and Computation: Practice and Experience
2021-08-10 | Journal article
DOI: 10.1002/cpe.5666
Contributors: Fei Long; Cai Liu; Weihua Ou
Source: check_circle
Crossref

Designing Compact Convolutional Filters for Lightweight Human Pose Estimation

Wireless Communications and Mobile Computing
2021-01 | Journal article
DOI: 10.1155/2021/1333250
Contributors: Shili Niu; Weihua Ou; Shihua Feng; Jianping Gou; Fei Long; Wenchuan Zhang; Wu Zeng; Chi-Hua Chen
Source: check_circle
Crossref

Chinese Medical Question Answer Matching with Stack-CNN

Studies in Computational Intelligence
2020 | Book chapter
DOI: 10.1007/978-3-030-04946-1_44
EID:

2-s2.0-85062908849
Contributors: Zhang, Y.; Lu, W.; Ou, W.; Zhang, R.; Zhang, X.; Yue, S.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Saliency Detection via Objectness Transferring

Studies in Computational Intelligence
2020 | Book chapter
DOI: 10.1007/978-3-030-04946-1_20
EID:

2-s2.0-85062913866
Contributors: Zhou, Q.; Fan, Y.; Ou, W.; Lu, H.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Semantics Consistent Adversarial Cross-Modal Retrieval

Studies in Computational Intelligence
2020 | Book chapter
DOI: 10.1007/978-3-030-04946-1_45
EID:

2-s2.0-85062911651
Contributors: Xuan, R.; Ou, W.; Zhou, Q.; Cao, Y.; Yang, H.; Xiong, X.; Ruan, F.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Semantic consistent adversarial cross-modal retrieval exploiting semantic similarity

Multimedia Tools and Applications
2020-06-21 | Journal article
DOI: 10.1007/s11042-019-7343-8
Contributors: Weihua Ou; Ruisheng Xuan; Jianping Gou; Quan Zhou; Yongfeng Cao
Source: check_circle
Crossref

Weighted discriminative collaborative competitive representation for robust image classification

Neural Networks
2020-05 | Journal article
DOI: 10.1016/j.neunet.2020.01.020
Contributors: Jianping Gou; Lei Wang; Zhang Yi; Yunhao Yuan; Weihua Ou; Qirong Mao
Source: check_circle
Crossref

A generalized mean distance-based k-nearest neighbor classifier

Expert Systems with Applications
2019 | Journal article
DOI: 10.1016/j.eswa.2018.08.021
EID:

2-s2.0-85057124353
Contributors: Gou, J.; Ma, H.; Ou, W.; Zeng, S.; Rao, Y.; Yang, H.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

CAN: Contextual Aggregating Network for Semantic Segmentation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2019 | Conference paper
DOI: 10.1109/ICASSP.2019.8683673
EID:

2-s2.0-85068973917
Contributors: Cong, D.; Zhou, Q.; Cheng, J.; Wu, X.; Zhang, S.; Ou, W.; Lu, H.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Chinese medical question answer selection via hybrid models based on CNN and GRU

Multimedia Tools and Applications
2019 | Journal article
DOI: 10.1007/s11042-019-7240-1
EID:

2-s2.0-85062721137
Contributors: Zhang, Y.; Lu, W.; Ou, W.; Zhang, G.; Zhang, X.; Cheng, J.; Zhang, W.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Discriminative Multiview Nonnegative Matrix Factorization for Classification

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2915947
Contributors: Weihua Ou; Jianping Gou; Quan Zhou; Shiming Ge; Fei Long
Source: check_circle
Crossref
grade
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Locality constrained representation-based K-nearest neighbor classification

Knowledge-Based Systems
2019 | Journal article
DOI: 10.1016/j.knosys.2019.01.016
EID:

2-s2.0-85059945738
Contributors: Gou, J.; Qiu, W.; Yi, Z.; Shen, X.; Zhan, Y.; Ou, W.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Multi-scale deep context convolutional neural networks for semantic segmentation

World Wide Web
2019 | Journal article
DOI: 10.1007/s11280-018-0556-3
EID:

2-s2.0-85045754940
Contributors: Zhou, Q.; Yang, W.; Gao, G.; Ou, W.; Lu, H.; Chen, J.; Latecki, L.J.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Sentiment Analysis of Text Based on Bidirectional LSTM With Multi-Head Attention

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2942614
Contributors: Fei Long; Kai Zhou; Weihua Ou
Source: check_circle
Crossref

Several robust extensions of collaborative representation for image classification

Neurocomputing
2019-07 | Journal article
DOI: 10.1016/j.neucom.2018.06.089
Contributors: Jianping Gou; Bing Hou; Weihua Ou; Qirong Mao; Hebiao Yang; Yong Liu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A new nearest neighbor classifier based on multi-harmonic mean distances

2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
2018 | Conference paper
DOI: 10.1109/SPAC.2017.8304246
EID:

2-s2.0-85050638540
Contributors: Ma, H.; Gou, J.; Ou, W.; Zeng, S.; Rao, Y.; Yang, H.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

CNN-based color image encryption algorithm using DNA sequence operations

2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
2018 | Conference paper
DOI: 10.1109/SPAC.2017.8304370
EID:

2-s2.0-85050602027
Contributors: Wang, J.; Long, F.; Ou, W.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Co-regularized multiview nonnegative matrix factorization with correlation constraint for representation learning

Multimedia Tools and Applications
2018 | Journal article
DOI: 10.1007/s11042-017-4926-0
EID:

2-s2.0-85020495639
Contributors: Ou, W.; Long, F.; Tan, Y.; Yu, S.; Wang, P.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Discriminative multiview nonnegative matrix factorization with large margin for image classification

2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
2018 | Conference paper
DOI: 10.1109/SPAC.2017.8304247
EID:

2-s2.0-85050592726
Contributors: Long, F.; Ou, W.; Zhang, K.; Tan, Y.; Xue, Y.; Li, G.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Face liveness detection with recaptured feature extraction

2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
2018 | Conference paper
DOI: 10.1109/SPAC.2017.8304317
EID:

2-s2.0-85050622805
Contributors: Luan, X.; Wang, H.; Ou, W.; Liu, L.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

High Capacity Reversible Data Hiding Algorithm Using Interpolation and Sorting,采用插值和排序的大容量可逆数据隐藏算法

Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics
2018 | Journal article
DOI: 10.3724/SP.J.1089.2018.16814
EID:

2-s2.0-85056488922
Contributors: Xiong, X.; Cao, Y.; Ou, W.; Liu, B.; Wei, L.; Li, W.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Learning adaptive contrast combinations for visual saliency detection

Multimedia Tools and Applications
2018 | Journal article
DOI: 10.1007/s11042-018-6770-2
EID:

2-s2.0-85056358062
Contributors: Zhou, Q.; Cheng, J.; Lu, H.; Fan, Y.; Zhang, S.; Wu, X.; Zheng, B.; Ou, W.; Latecki, L.J.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Recognition of acoustic effective relaxational lines for gas detection using minimum distance clustering

2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
2018 | Conference paper
DOI: 10.1109/SPAC.2017.8304278
EID:

2-s2.0-85050505265
Contributors: Zhang, K.; Guo, X.; Hu, W.; Ou, W.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Social personalized ranking recommendation algorithm by trust

2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
2018 | Conference paper
DOI: 10.1109/SPAC.2017.8304289
EID:

2-s2.0-85050644684
Contributors: Li, G.; Chen, Y.-F.; Zhang, Z.-Q.; Zhong, J.-H.; Ou, W.-H.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

The extended collaborative representation-based classification

2017 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2017
2018 | Conference paper
DOI: 10.1109/SPAC.2017.8304260
EID:

2-s2.0-85050481203
Contributors: Gou, J.; Hou, B.; Ou, W.; Ke, J.; Yang, H.; Liu, Y.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Visual object tracking via coefficients constrained exclusive group LASSO

Machine Vision and Applications
2018 | Journal article
DOI: 10.1007/s00138-018-0930-2
EID:

2-s2.0-85050077514
Contributors: Ma, X.; Liu, Q.; Ou, W.; Zhou, Q.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Robust discriminative nonnegative dictionary learning for occluded face recognition

Pattern Recognition Letters
2018-05 | Journal article
DOI: 10.1016/j.patrec.2017.07.006
Contributors: Weihua Ou; Xiao Luan; Jianping Gou; Quan Zhou; Wenjun Xiao; Xiangguang Xiong; Wu Zeng
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Deep context convolutional neural networks for semantic segmentation

Communications in Computer and Information Science
2017 | Book
DOI: 10.1007/978-981-10-7299-4_58
EID:

2-s2.0-85037847698
Contributors: Yang, W.; Zhou, Q.; Fan, Y.; Gao, G.; Wu, S.; Ou, W.; Lu, H.; Cheng, J.; Latecki, L.J.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Face recognition via fast dense correspondence

Multimedia Tools and Applications
2017 | Journal article
DOI: 10.1007/s11042-017-4569-1
EID:

2-s2.0-85014970675
Contributors: Zhou, Q.; Zhang, C.; Yu, W.; Fan, Y.; Zhu, H.; Wu, X.; Ou, W.; Zhu, W.; Latecki, L.J.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Multi-view clustering via co-regularized nonnegative matrix factorization with correlation constraint

Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016
2017 | Conference paper
DOI: 10.1109/CCBD.2016.012
EID:

2-s2.0-85027463960
Contributors: Tan, Y.; Ou, W.; Long, F.; Wang, P.; Xue, Y.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Object tracking based on online representative sample selection via non-negative least square

Multimedia Tools and Applications
2017 | Journal article
DOI: 10.1007/s11042-017-4672-3
EID:

2-s2.0-85017462889
Contributors: Ou, W.; Yuan, D.; Liu, Q.; Cao, Y.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier

Patch-based visual tracking with online representative sample selection

Journal of Electronic Imaging
2017 | Journal article
DOI: 10.1117/1.JEI.26.3.033006
EID:

2-s2.0-85021725147
Contributors: Ou, W.; Yuan, D.; Li, D.; Liu, B.; Xia, D.; Zeng, W.
Source: Self-asserted source
Weihua Ou via Scopus - Elsevier
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Peer review (88 reviews for 20 publications/grants)

Review activity for ACM transactions on Internet technology. (5)
Review activity for Algorithms. (1)
Review activity for Concurrency and computation. (18)
Review activity for EURASIP Journal on Advances in Signal Processing. (1)
Review activity for Healthcare. (1)
Review activity for IEEE access : (30)
Review activity for IEEE geoscience and remote sensing letters : (2)
Review activity for IEEE internet of things journal. (6)
Review activity for IEEE transactions on image processing : (4)
Review activity for IEEE transactions on network science and engineering. (1)
Review activity for International journal of environmental research and public health (2)
Review activity for International journal of machine learning and cybernetics. (1)
Review activity for Journal of ambient intelligence and humanized computing. (1)
Review activity for Knowledge-based systems. (3)
Review activity for Multimedia tools and applications. (2)
Review activity for Sensors. (5)
Review activity for Technologies (1)
Review activity for Wireless networks. (1)
Review activity for Wireless networks. (1)
Review activity for World wide web. (2)
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