Peng Zhang
Orcid: 0000-0001-9690-7026Affiliations:
- Northwestern Polytechnical University, School of Computer Science, Xi'an, China
- Nanyang Technological University, Singapore (PhD 2011)
According to our database1,
Peng Zhang
authored at least 98 papers
between 2008 and 2024.
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Bibliography
2024
How does Layer Normalization improve Batch Normalization in self-supervised sound source localization?
Neurocomputing, January, 2024
Displays, January, 2024
2023
A novel evolutionary algorithm inspired from triangle search and its applications on parameters identification of photovoltaic models.
Soft Comput., October, 2023
Object detection based on cortex hierarchical activation in border sensitive mechanism and classification-GIou joint representation.
Pattern Recognit., May, 2023
Look&listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement.
IEEE Trans. Multim., 2023
Facial Expression Guided Diagnosis of Parkinson's Disease via High-Quality Data Augmentation.
IEEE Trans. Multim., 2023
FTFDNet: Learning to Detect Talking Face Video Manipulation with Tri-Modality Interaction.
CoRR, 2023
CASP-Net: Rethinking Video Saliency Prediction from an Audio-VisualConsistency Perceptual Perspective.
CoRR, 2023
Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source Localization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
CASP-Net: Rethinking Video Saliency Prediction from an Audio-Visual Consistency Perceptual Perspective.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Identity-Aware Facial Expression Recognition Via Deep Metric Learning Based on Synthesized Images.
IEEE Trans. Multim., 2022
A novel locally-constrained GAN-based ensemble to synthesize arterial spin labeling images.
Inf. Sci., 2022
Neurocomputing, 2022
IET Comput. Vis., 2022
IEEE Multim., 2022
An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection.
CoRR, 2022
CoRR, 2022
Audio-visual speech separation based on joint feature representation with cross-modal attention.
CoRR, 2022
Look&Listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement.
CoRR, 2022
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022
2021
IEEE Trans. Circuits Syst. Video Technol., 2021
A novel multi-loss-based deep adversarial network for handling challenging cases in semi-supervised image semantic segmentation.
Pattern Recognit. Lett., 2021
Multim. Tools Appl., 2021
Learning spatial-channel regularization jointly with correlation filter for visual tracking.
Neurocomputing, 2021
IET Image Process., 2021
Displays, 2021
Tracking based on scale-estimated deep networks with hierarchical correlation ensembling for cross-media understanding.
Displays, 2021
A Novel Multi-Feature Joint Learning Ensemble Framework for Multi-Label Facial Expression Recognition.
IEEE Access, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
2020
Ensemble Tracking Based on Diverse Collaborative Framework With Multi-Cue Dynamic Fusion.
IEEE Trans. Multim., 2020
IEEE Trans. Image Process., 2020
Remote. Sens., 2020
Robust Visual Tracking based on Adversarial Unlabeled Instance Generation with Label Smoothing Loss Regularization.
Pattern Recognit., 2020
Arterial Spin Labeling Image Synthesis From Structural MRI Using Improved Capsule-Based Networks.
IEEE Access, 2020
2019
Arterial Spin Labeling Images Synthesis From sMRI Using Unbalanced Deep Discriminant Learning.
IEEE Trans. Medical Imaging, 2019
A Novel Analysis Dictionary Learning Model Based Hyperspectral Image Classification Method.
Remote. Sens., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
IEEE Access, 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Novel Bi-directional Images Synthesis Based on WGAN-GP with GMM-Based Noise Generation.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the International Conference on Multimodal Interaction, 2019
Design of UAV Longitudinal Control law Based on Small Disturbance and Motion Characteristics.
Proceedings of the 6th International Conference on Dependable Systems and Their Applications, 2019
Deep Learning-based Pavement Cracks Detection via Wireless Visible Light Camera-based Network.
Proceedings of the Computing, Communications and IoT Applications, ComComAp 2019, Shenzhen, 2019
Deep Discriminant Learning-based Asphalt Road Cracks Detection via Wireless Camera Network.
Proceedings of the Computing, Communications and IoT Applications, ComComAp 2019, Shenzhen, 2019
2018
Signal Process., 2018
Pattern Recognit. Lett., 2018
Robust tracking based on H-CNN with low-resource sampling and scaling by frame-wise motion localization.
Multim. Tools Appl., 2018
Single-target localization in video sequences using offline deep-ranked metric learning and online learned models updating.
Multim. Tools Appl., 2018
Pixel-wise partial volume effects correction on arterial spin labeling magnetic resonance images.
Multim. Tools Appl., 2018
A Novel Framework to Localize Moving Targets in Video Surveillance Systems via Spectral Clustering.
Proceedings of the 2018 International Conference on Identification, 2018
2017
J. Ambient Intell. Humaniz. Comput., 2017
Object coding based video authentication for privacy protection in immersive communication.
J. Ambient Intell. Humaniz. Comput., 2017
Neurocomputing, 2017
Video Action Recognition Based on Deeper Convolution Networks with Pair-Wise Frame Motion Concatenation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Real-time tracking-by-learning with high-order regularization fusion for big video abstraction.
Signal Process., 2016
Bayesian tracking fusion framework with online classifier ensemble for immersive visual applications.
Multim. Tools Appl., 2016
A novel dementia diagnosis strategy on arterial spin labeling magnetic resonance images via pixel-wise partial volume correction and ranking.
Multim. Tools Appl., 2016
Neurocomputing, 2016
Deformable object tracking with spatiotemporal segmentation in big vision surveillance.
Neurocomputing, 2016
Proceedings of the Intelligent Visual Surveillance - 4th Chinese Conference, 2016
How does human interest modeling help in computer vision: Tracking-by-saliency in unconstrained social videos.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016
A novel online clustering-based object localization strategy using learnings and human interest priors.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016
2015
Multiple pedestrian tracking based on couple-states Markov chain with semantic topic learning for video surveillance.
Soft Comput., 2015
A novel marker-less lung tumor localization strategy on low-rank fluoroscopic images with similarity learning.
Multim. Tools Appl., 2015
Multim. Tools Appl., 2015
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Superframe segmentation based on content-motion correspondence for social video summarization.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
2014
Moving people tracking with detection by latent semantic analysis for visual surveillance applications.
Multim. Tools Appl., 2014
Multim. Tools Appl., 2014
Deformable object tracking with spatiotemporal segmentation in big vision surveillance.
Proceedings of the Proceedings IEEE International Conference on Security, 2014
Medical social media analytics via ranking and big learning: An image-based disease prediction study.
Proceedings of the Proceedings IEEE International Conference on Security, 2014
Object Tracking using Reformative Transductive Learning with Sample Variational Correspondence.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
A Novel Similarity Learning Method via Relative Comparison for Content-Based Medical Image Retrieval.
J. Digit. Imaging, 2013
Non-rigid target tracking based on 'flow-cut' in pair-wise frames with online hough forests.
Proceedings of the ACM Multimedia Conference, 2013
A novel marker-less tumor tracking strategyonlow-rank fluoroscopic images for image-guided lung cancer radiotherapy.
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Multim. Syst., 2012
2011
PhD thesis, 2011
Auto-scaled ISL tracking for region based control infrastructure and applications in video surveillance.
Comput. Syst. Sci. Eng., 2011
Proceedings of the Advances in Multimedia Modeling, 2011
2010
New Gener. Comput., 2010
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010
An Authentication Mechanism Using Chinese Remainder Theorem for Efficient Surveillance Video Transmission.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010
2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Auto-scaled Incremental Tensor Subspace Learning for Region Based Rate Control Application.
Proceedings of the Computer Vision, 2009
2008
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008