Research output per year
Research output per year
Search results
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2020
Generative adversarial classifier for handwriting characters super-resolution
Qian, Z., Huang, K., Wang, Q. F., Xiao, J. & Zhang, R., Nov 2020, In: Pattern Recognition. 107, 107453.Research output: Contribution to journal › Article › peer-review
Open Access -
Image captioning via hierarchical attention mechanism and policy gradient optimization
Yan, S., Xie, Y., Wu, F., Smith, J. S., Lu, W. & Zhang, B., Feb 2020, In: Signal Processing. 167, 107329.Research output: Contribution to journal › Article › peer-review
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Imbalanced data classification based on DB-SLSMOTE and random forest
Han, Q., Yang, R., Wan, Z., Chen, S., Huang, M. & Wen, H., 6 Nov 2020, Proceedings - 2020 Chinese Automation Congress, CAC 2020. Institute of Electrical and Electronics Engineers Inc., p. 6271-6276 6 p. 9326743. (Proceedings - 2020 Chinese Automation Congress, CAC 2020).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Improving deep neural network performance by integrating kernelized Min-Max objective
Wang, Q. F., Yao, K., Zhang, R., Hussain, A. & Huang, K., 30 Sept 2020, In: Neurocomputing. 408, p. 82-90 9 p.Research output: Contribution to journal › Article › peer-review
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Improving disentanglement-based image-to-image translation with feature joint block fusion
Zhang, Z., Zhang, R., Wang, Q. F. & Huang, K., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 540-549 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Improving image caption performance with linguistic context
Cao, Y., Wang, Q. F., Huang, K. & Zhang, R., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Influence of hand representation design on presence and embodiment in virtual environment
Zhang, J., Huang, M., Zhao, L., Yang, R., Liang, H. N., Han, J., Wang, L. & Sun, W., Dec 2020, Proceedings - 2020 13th International Symposium on Computational Intelligence and Design, ISCID 2020. Institute of Electrical and Electronics Engineers Inc., p. 364-367 4 p. 9325719. (Proceedings - 2020 13th International Symposium on Computational Intelligence and Design, ISCID 2020).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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JITL based Fault Detection of DAB DC-DC Converter with EPS Control
Zhang, Y., Yang, R. & Wen, H., Jul 2020, Proceedings of the 39th Chinese Control Conference, CCC 2020. Fu, J. & Sun, J. (eds.). IEEE Computer Society, p. 6208-6213 6 p. 9188659. (Chinese Control Conference, CCC; vol. 2020-July).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Multi-scale Attention Consistency for Multi-label Image Classification
Xu, H., Jin, X., Wang, Q. & Huang, K., 2020, International Conference on Neural Information Processing (ICONIP), 2020. Yang, H., Pasupa, K., Leung, A. C-S., Kwok, J. T., Chan, J. H. & King, I. (eds.). p. 815-823 9 p.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Open-Circuit Fault Diagnosis and Tolerant Control for Modular Multilevel Converters
Wang, H., Wen, H. & Yang, R., 6 Nov 2020, Proceedings - 2020 Chinese Automation Congress, CAC 2020. Institute of Electrical and Electronics Engineers Inc., p. 4277-4282 6 p. 9326905. (Proceedings - 2020 Chinese Automation Congress, CAC 2020).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Pay Attention Selectively and Comprehensively: Pyramid Gating Network for Human Pose Estimation without Pre-training
Jiang, C., Huang, K., Zhang, S., Wang, X. & Xiao, J., 12 Oct 2020, MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 2364-2371 8 p. (MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Pose-robust face recognition by deep meta capsule network-based equivariant embedding
Wu, F., Smith, J. S., Lu, W. & Zhang, B., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 8695-8702 8 p. 9412013. (Proceedings - International Conference on Pattern Recognition).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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RailNet: An Information Aggregation Network for Rail Track Segmentation
Li, H., Zhang, Q., Zhao, D. & Chen, Y., Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9206967. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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RailNet: an information aggregation network for rail track segmentation
Chen, Y., 2020, The International Joint Conference on Neural Networks.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Reliability does matter: An end-to-end weakly supervised semantic segmentation approach
Zhang, B., Xiao, J., Wei, Y., Sun, M. & Huang, K., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 12765-12772 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
176 Citations (Scopus) -
Segmentation mask guided end-to-end person search
Zheng, D., Xiao, J., Huang, K. & Zhao, Y., Aug 2020, In: Signal Processing: Image Communication. 86, 115876.Research output: Contribution to journal › Article › peer-review
Open Access -
Self-focus deep embedding model for coarse-grained zero-shot classification
Yang, G., Huang, K., Zhang, R., Goulermas, J. Y. & Hussain, A., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 12-22 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Sentiment analysis of online product reviews based on SenBERT-CNN
Wu, F., Shi, Z., Dong, Z., Pang, C. & Zhang, B., 2 Dec 2020, Proceedings of 2020 International Conference on Machine Learning and Cybernetics, ICMLC 2020. IEEE Computer Society, p. 229-234 6 p. 9469551. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 2020-December).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Shift-invariant convolutional network search
Chen, Y., 2020, International Joint Conference on Neural Networks.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Shift-Invariant Convolutional Network Search
Li, N., Chen, Y., Ding, Z. & Zhao, D., Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9207437. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Single image-based head pose estimation with spherical parametrization and 3D morphing
Yuan, H., Li, M., Hou, J. & Xiao, J., Jul 2020, In: Pattern Recognition. 103, 107316.Research output: Contribution to journal › Article › peer-review
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The application of stock index price prediction with neural network
Gao, P., Zhang, R. & Yang, X., 2020, In: mathematical and computational applications. 25, 3, 16 p.Research output: Contribution to journal › Article › peer-review
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Weakly Supervised Learning for Over-Segmentation Based Handwritten Chinese Text Recognition
Wang, Z. X., Wang, Q. F., Yin, F. & Liu, C. L., Sept 2020, Proceedings - 2020 17th International Conference on Frontiers in Handwriting Recognition, ICFHR 2020. Institute of Electrical and Electronics Engineers Inc., p. 157-162 6 p. 9257785. (Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR; vol. 2020-September).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Workload, Presence and Task Performance of Virtual Object Manipulation on WebVR
Sun, W., Huang, M., Yang, R., Zhang, J., Wang, L., Han, J. & Yue, Y., Dec 2020, Proceedings - 2020 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2020. Institute of Electrical and Electronics Engineers Inc., p. 358-361 4 p. 9319117. (Proceedings - 2020 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2020).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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基于深度卷积神经网络的服装属性检索方法
Translated title of the contribution: Clothing attribute retrieval method based on deep convolutional neural networkZhang, B., Xia, Y., Wu, F. & Lu, W., 26 Jun 2020, Patent No. CN107330451B, 16 Jun 2037Research output: Patent
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2019
An Efficient Network for Lane Segmentation
Li, H., Zhao, D., Chen, Y. & Zhang, Q., 2019, Cognitive Systems and Signal Processing - 4th International Conference, ICCSIP 2018, Revised Selected Papers. Liu, H., Sun, F. & Hu, D. (eds.). Springer Verlag, p. 177-185 9 p. (Communications in Computer and Information Science; vol. 1005).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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An improved random forest algorithm of fault diagnosis for rotating machinery
Wang, Z., Zhong, M., Yang, R. & Liu, Y., Jul 2019, Proceedings of 2019 11th CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes, SAFEPROCESS 2019. Institute of Electrical and Electronics Engineers Inc., p. 12-17 6 p. 9213389. (Proceedings of 2019 11th CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes, SAFEPROCESS 2019).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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An interactive and generative approach for Chinese Shanshui painting document
Zhou, A. L., Wang, Q. F., Huang, K. & Lo, C. H., Sept 2019, Proceedings - 15th IAPR International Conference on Document Analysis and Recognition, ICDAR 2019. IEEE Computer Society, p. 819-824 6 p. 8978182. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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A Novel Deep Density Model for Unsupervised Learning
Yang, X., Huang, K., Zhang, R. & Goulermas, J. Y., 1 Dec 2019, In: Cognitive Computation. 11, 6, p. 778-788 11 p.Research output: Contribution to journal › Article › peer-review
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A Survey on an Emerging Area: Deep Learning for Smart City Data
Chen, Q., Wang, W., Wu, F., De, S., Wang, R., Zhang, B. & Huang, X., 19 Jun 2019, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 3, 5, p. 392-410 19 p., 8704334.Research output: Contribution to journal › Article › peer-review
Open Access -
Attentive region embedding network for zero-shot learning
Xie, G. S., Liu, L., Jin, X., Zhu, F., Zhang, Z., Qin, J., Yao, Y. & Shao, L., Aug 2019, Conference on Computer Vision and Pattern Recognition (CVPR), 2019. IEEE Computer Society, p. 9376-9385 10 p. 8954350Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Beyond attributes: High-order attribute features for zero-shot learning
Jin, X. B., Xie, G. S., Huang, K., Miao, J. & Wang, Q., Oct 2019, International Conference on Computer Vision Workshop (ICCVW), 2019. p. 2953-2962 10 p. 9022309Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Comparison of 3D object detection based on LiDAR point cloud
Li, H., Zhou, X., Chen, Y., Zhang, Q., Zhao, D. & Qian, D., May 2019, Proceedings of 2019 IEEE 8th Data Driven Control and Learning Systems Conference, DDCLS 2019. Institute of Electrical and Electronics Engineers Inc., p. 678-685 8 p. 8908931. (Proceedings of 2019 IEEE 8th Data Driven Control and Learning Systems Conference, DDCLS 2019).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Deep kalman filter with optical flow for multiple object tracking
Chen, Y., Zhao, D. & Li, H., Oct 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3036-3041 6 p. 8914078. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Deep Learning: Fundamentals, Theory, and Applications
Wang, Q-F., 2019, Springer.Research output: Book/Report/Edited volume › Book
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Deep multiple classifier fusion for traffic scene recognition
Wu, F., Yan, S., Smith, J. S. & Zhang, B., 19 Jun 2019, In: Granular Computing. 6, 1, p. 217-228 12 p.Research output: Contribution to journal › Article › peer-review
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Deep RNN Architecture: Design and Evaluation
Wang, Q-F., 2019, Deep Learning: Fundamentals, Theory, and Applications. SpringerResearch output: Chapter in Book or Report/Conference proceeding › Chapter
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Discriminant Zero-Shot Learning with Center Loss
Jin, X. B., Xie, G. S., Huang, K., Cao, H. & Wang, Q. F., Aug 2019, In: Cognitive Computation. 11, 4, p. 503-512 10 p.Research output: Contribution to journal › Article › peer-review
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Distinguishing Chinese Guqin and Western Baroque pieces based on statistical model analysis of melodies
Li, S., 14 Oct 2019, Proceedings of the 14th International Symposium on Computer Music Multidisciplinary Research. p. 931-342Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Domain Adaption for Facial Expression Recognition
Liu, J. T., Wu, F. Y., Lu, W. J. & Zhang, B. L., Jul 2019, Proceedings of 2019 International Conference on Machine Learning and Cybernetics, ICMLC 2019. IEEE Computer Society, 8949178. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 2019-July).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Edge Orientation Driven Depth Super-Resolution for View Synthesis
Yao, C., Xiao, J., Jin, J. & Ban, X., 2019, Image and Graphics - 10th International Conference, ICIG 2019, Proceedings, Part 3. Zhao, Y., Lin, C., Barnes, N., Chen, B., Westermann, R. & Kong, X. (eds.). Springer, p. 107-121 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11903 LNCS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Graph-FCN for Image Semantic Segmentation
Lu, Y., Chen, Y., Zhao, D. & Chen, J., 2019, Advances in Neural Networks – ISNN 2019 - 16th International Symposium on Neural Networks, ISNN 2019, Proceedings. Lu, H., Tang, H. & Wang, Z. (eds.). Springer Verlag, p. 97-105 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11554 LNCS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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IAN: The Individual Aggregation Network for Person Search
Xiao, J., Xie, Y., Tillo, T., Huang, K., Wei, Y. & Feng, J., Mar 2019, In: Pattern Recognition. 87, p. 332-340 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Image-Image Translation to Enhance Near Infrared Face Recognition
Wu, F., You, W., Smith, J. S., Lu, W. & Zhang, B., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 3442-3446 5 p. 8804414. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Improving irregular text recognition by integrating gabor convolutional network
Guo, Z., Xu, H., Lu, F., Wang, Q., Zhou, X. & Shi, Y., Nov 2019, Proceedings - IEEE 31st International Conference on Tools with Artificial Intelligence, ICTAI 2019. IEEE Computer Society, p. 286-293 8 p. 8995404. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2019-November).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Improving script identification by integrating text recognition information
Wang, Q-F., 2019, ICONIP2019.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Joint Sparse Regularization for Dictionary Learning
Miao, J., Cao, H., Jin, X. B., Ma, R., Fei, X. & Niu, L., 1 Oct 2019, In: Cognitive Computation. 11, 5, p. 697-710 14 p.Research output: Contribution to journal › Article › peer-review
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Lane change decision-making through deep reinforcement learning with rule-based constraints
Chen, Y., 2019, The International Joint Conference on Neural Networks.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints
Wang, J., Zhang, Q., Zhao, D. & Chen, Y., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852110. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Open Access -
Large-scale Ensemble Model for Customer Churn Prediction in Search Ads
Wang, Q. F., Xu, M. & Hussain, A., 15 Apr 2019, In: Cognitive Computation. 11, 2, p. 262-270 9 p.Research output: Contribution to journal › Article › peer-review
