Ping Liu

6.3k citations

149 papers · 4.4k · 3 hit papers · h-index 30

Impact in

Computer Vision and Pattern Recognition top 0.5%
- Advanced Neural Network Applications
- Face and Expression Recognition
- Video Surveillance and Tracking Methods
- Face recognition and analysis
- Human Pose and Action Recognition
Experimental and Cognitive Psychology top 2%
- Emotion and Mood Recognition

Papers in

Computer Vision and Pattern Recognition 58
- Video Surveillance and Tracking Methods 14
- Human Pose and Action Recognition 13
- Face and Expression Recognition 10
- Advanced Image Processing Techniques 8
- Advanced Vision and Imaging 8
- Advanced Neural Network Applications 7
Artificial Intelligence 45
- Anomaly Detection Techniques and Applications 11

Co-authors: Yi Yang (9 shared papers)Yang He (4 shared papers)Zibo Meng (6 shared papers)Yan Tong (5 shared papers)Ziwei Wang (2 shared papers)Zhilan Hu (1 shared paper)Shizhong Han (3 shared papers)Yuhang Ding (2 shared papers)
Journals: IEEE Transactions on Image Processing (4 papers)IEEE Transactions on Cybernetics (3 papers)Neurocomputing (3 papers)IEEE Transactions on Multimedia (2 papers)Biomedical Signal Processing and Control (2 papers)
Partner nations: China United States Singapore

In The Last Decade

Ping Liu

136 papers receiving 4.3k citations

Ping Liu's Hit Papers

align trajectories log scale

Pose-Guided Feature Alignment for Occluded Person Re-Identification 2019 · 454 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2019 UTS ePRESS (University of Technology Sydney)
2019 UTS ePRESS (University of Technology Sydney)
2014 Facial Expression Recognition via a Boosted Deep Belief Network

Peers

Countries citing papers authored by Ping Liu

Since Specialization

Citations

This map shows the geographic impact of Ping Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ping Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ping Liu more than expected).

Fields of papers citing papers by Ping Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ping Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ping Liu. The network helps show where Ping Liu may publish in the future.

Co-authors

The 25 scholars most cited alongside Ping Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Ping Liu Line = papers co-authored together Ping Liu links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 149 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration UTS ePRESS (University of Technology Sydney) ·Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang Hit paper breakdown →	2019	791
2	Facial Expression Recognition via a Boosted Deep Belief Network Ping Liu, Shizhong Han, Zibo Meng, Yan Tong Hit paper breakdown →	2014	519
3	Pose-Guided Feature Alignment for Occluded Person Re-Identification UTS ePRESS (University of Technology Sydney) ·Jiaxu Miao, Yu Wu, Ping Liu, Yuhang Ding, Yi Yang Hit paper breakdown →	2019	454
4	Identity-Aware Convolutional Neural Network for Facial Expression Recognition Zibo Meng, Ping Liu, Jie Cai, Shizhong Han, Yan Tong	2017	252
5	Fall Detection by Wearable Sensor and One-Class SVM Algorithm Lecture notes in control and information sciences ·Tong Zhang, Jue Wang, Xu Liang, Ping Liu	2006	179
6	Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration UTS ePRESS (University of Technology Sydney) ·Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang	2020	165
7	Bag-of-words representation for biomedical time series classification Biomedical Signal Processing and Control ·Jin Wang, Ping Liu, Mary She, Saeid Nahavandi, Abbas Z. Kouzani	2013	118
8	NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers Ping Liu, Wen Li, Liang Zou	2019	116
9	Alignment Controlled Growth of Single-Walled Carbon Nanotubes on Quartz Substrates Nano Letters ·Jianliang Xiao, Simon Dunham, Ping Liu, Yong‐Wei Zhang, Coşkun Kocabaş, Lionel C. H. Moh, Yonggang Huang, Keh‐Chih Hwang, C. Lu, Wei Huang, John A. Rogers	2009	114
10	Category-Level Adversarial Adaptation for Semantic Segmentation using Purified Features IEEE Transactions on Pattern Analysis and Machine Intelligence ·Yawei Luo, Ping Liu, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang	2021	93
11	A self-learning expert system for diagnosis in traditional Chinese medicine Expert Systems with Applications ·Xuewei Wang, Haibin Qu, Ping Liu, Yiyu Cheng	2003	87
12	Fall Detection by Wearable Sensor and One-Class SVM Algorithm Lecture notes in control and information sciences ·Tong Zhang, Jue Wang, Liang Xu, Ping Liu	2006	66
13	Very Long Natural Scenery Image Prediction by Outpainting Zongxin Yang, Jian Dong, Ping Liu, Yi Yang, Shuicheng Yan	2019	65
14	An improvement color image encryption algorithm based on DNA operations and real and complex chaotic systems Optik ·Xiang Li, Leyuan Wang, Yinfa Yan, Ping Liu	2015	62
15	Imperfect transcritical and pitchfork bifurcations Journal of Functional Analysis ·Ping Liu, Junping Shi, Yuwen Wang	2007	56
16	Secondary white matter degeneration of the corpus callosum in patients with intractable temporal lobe epilepsy: A diffusion tensor imaging study Epilepsy Research ·Hyunmi Kim, Zhe Piao, Ping Liu, William Bingaman, Beate Diehl	2008	53
17	Feature Disentangling Machine - A Novel Approach of Feature Selection and Disentangling in Facial Expression Analysis Lecture notes in computer science ·Ping Liu, Joey Tianyi Zhou, Ivor W. Tsang, Zibo Meng, Shizhong Han, Yan Tong	2014	46
18	Determination of the nucleosides and nucleobases in Tuber samples by dispersive solid-phase extraction combined with liquid chromatography–mass spectrometry Analytica Chimica Acta ·Ping Liu, Yuanyuan Li, Hongmei Li, Duanji Wan, Ya‐Jie Tang	2010	45
19	Discriminative Feature Learning for Thorax Disease Classification in Chest X-ray Images IEEE Transactions on Image Processing ·Qingji Guan, Yaping Huang, Yawei Luo, Ping Liu, Mingliang Xu, Yi Yang	2021	43
20	Elastic properties of injection molded short glass fiber reinforced thermoplastic composites Composite Structures ·Yucheng Zhong, Ping Liu, Qing‐Xiang Pei, V. Sorkin, Athanasius Louis Commillus, Zhoucheng Su, T.F. Guo, Warintorn Thitsartarn, Tingting Lin, Chaobin He, Yong‐Wei Zhang	2020	43

About Ping Liu

Ping Liu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Information Systems, Control and Systems Engineering and Signal Processing, having authored 149 papers that have together received 4.4k indexed citations. Recurring topics across this work include Video Surveillance and Tracking Methods (14 papers), Human Pose and Action Recognition (13 papers), Anomaly Detection Techniques and Applications (11 papers), Face and Expression Recognition (10 papers), Advanced Image Processing Techniques (8 papers), Advanced Vision and Imaging (8 papers), Advanced Neural Network Applications (7 papers) and Blind Source Separation Techniques (7 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.8k citations), Experimental and Cognitive Psychology (684 citations), Artificial Intelligence (1.4k citations), Computational Mathematics (20 citations) and Signal Processing (284 citations). Ping Liu has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Yi Yang, Yang He, Zibo Meng, Yan Tong, Ziwei Wang, Zhilan Hu, Shizhong Han, Yuhang Ding, Jiaxu Miao and Yu Wu. Their work appears in journals such as IEEE Transactions on Image Processing, IEEE Transactions on Cybernetics, Neurocomputing, IEEE Transactions on Multimedia and Biomedical Signal Processing and Control.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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Ping Liu's Hit Papers

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All Works

About Ping Liu

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