Pheng‐Ann Heng

54.2k citations

535 papers · 22.8k indexed · 18 hit papers · h-index 71

Computer Vision and Pattern Recognition top 0.02%
- Medical Image Segmentation Techniques 76
- Advanced Vision and Imaging 57
- Advanced Neural Network Applications 51
- Advanced Image and Video Retrieval Techniques 37
Computer Graphics and Computer-Aided Design top 0.2%
- Computer Graphics and Visualization Techniques 76
Radiology, Nuclear Medicine and Imaging top 0.05%
- Radiomics and Machine Learning in Medical Imaging 39
Health Informatics top 0.2%
Artificial Intelligence top 0.05%
- AI in cancer detection 35
Computational Mechanics
- 3D Shape Modeling and Analysis 70

Co-authors: Hao Chen Qi Dou Jing Qin Chi‐Wing Fu Lequan Yu Xiaojuan Qi Xiaomeng Li Xiaowei Hu
Cited by: Computer Vision and Pattern Recognition Computer Graphics and Computer-Aided Design Radiology, Nuclear Medicine and Imaging
Journals: Nature Communications (2 papers)SHILAP Revista de lepidopterología (3 papers)PLoS ONE (1 paper)
Partner nations: Hong Kong China United States

In The Last Decade

Pheng‐Ann Heng

506 papers receiving 22.2k citations

Hit Papers

15 papers align trajectories log scale

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

2024 IEEE Transactions on Knowledge and Data Engineering
2024 Medical Image Analysis
2021 The HKU Scholars Hub (University of Hong Kong)
2020 IEEE Transactions on Medical Imaging
2020 IEEE Transactions on Neural Networks and Learning Systems
2019 IEEE Transactions on Medical Imaging
2019 PU-GAN: A Point Cloud Upsampling Adversarial Network
2019 Radiology
2018 IEEE Transactions on Medical Imaging
2018 R³Net: Recurrent Residual Refinement Network for Saliency Detection
2017 NeuroImage
2017 Medical Image Analysis
2016 Medical Image Analysis
2016 IEEE Transactions on Medical Imaging
2016 Medical Image Analysis
2016 Rare & Special e-Zone (The Hong Kong University of Science and Technology)
2016 IEEE Transactions on Biomedical Engineering
2016 IEEE Transactions on Medical Imaging

Peers

Countries citing papers authored by Pheng‐Ann Heng

Since Specialization

Citations

This map shows the geographic impact of Pheng‐Ann Heng'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 Pheng‐Ann Heng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pheng‐Ann Heng more than expected).

Fields of papers citing papers by Pheng‐Ann Heng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Pheng‐Ann Heng. 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 Pheng‐Ann Heng. The network helps show where Pheng‐Ann Heng may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Pheng‐Ann Heng, 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 Pheng‐Ann Heng Line = papers co-authored together Pheng‐Ann Heng links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Unifying Physically-Informed Weather Priors in a Single Model for Image Restoration Across Multiple Adverse Weather Conditions IEEE Transactions on Circuits and Systems for Video Technology ·Jiaqi Xu,Xiaowei Hu,Lei Zhu,Pheng‐Ann Heng	2025	1
2	DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems Proceedings of the AAAI Conference on Artificial Intelligence ·Bowen Wang,Liang Chen,Jiaze Wang,Jiezhong Qiu,Furui Liu,Shaogang Hao,Dong Li,Guangyong Chen,Xiaolong Zou,Pheng‐Ann Heng	2024	2
3	G²Face: High-Fidelity Reversible Face Anonymization via Generative and Geometric Priors IEEE Transactions on Information Forensics and Security ·Haoxin Yang,Xuemiao Xu,Cheng Xu,Huaidong Zhang,Jing Qin,Yi Wang,Pheng‐Ann Heng,Shengfeng He	2024	3
4	Uncertainty-Aware Suction Grasping for Cluttered Scenes IEEE Robotics and Automation Letters ·Rui Cao,Biqi Yang,Yichuan Li,Chi‐Wing Fu,Pheng‐Ann Heng,Yunhui Liu	2024	2
5	CalibNet: Dual-Branch Cross-Modal Calibration for RGB-D Salient Instance Segmentation IEEE Transactions on Image Processing ·Jialun Pei,Tao Jiang,He Tang,Nian Liu,Yueming Jin,Deng-Ping Fan,Pheng‐Ann Heng	2024	9
6	Kine-Appendage: Enhancing Freehand VR Interaction Through Transformations of Virtual Appendages IEEE Transactions on Visualization and Computer Graphics ·Yang Tian,Hualong Bai,Shengdong Zhao,Chi‐Wing Fu,Chun Yu,Haozhao Qin,Qiong Wang,Pheng‐Ann Heng	2022	8
7	A Sim-to-Real Object Recognition and Localization Framework for Industrial Robotic Bin Picking IEEE Robotics and Automation Letters ·Xianzhi Li,Rui Cao,Yidan Feng,Kai Chen,Biqi Yang,Chi‐Wing Fu,Yichuan Li,Qi Dou,Yunhui Liu,Pheng‐Ann Heng	2022	34
8	Item Relationship Graph Neural Networks for E-Commerce IEEE Transactions on Neural Networks and Learning Systems ·Weiwen Liu,Yin Zhang,Jianling Wang,Yun He,James Caverlee,Patrick P. K. Chan,Daniel Yeung,Pheng‐Ann Heng	2021	47
9	A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Zhihao Chen,Lei Zhu,Liang Wan,Song Wang,Wei Feng,Pheng‐Ann Heng	2020	110
10	Learning Gated Non-Local Residual for Single-Image Rain Streak Removal IEEE Transactions on Circuits and Systems for Video Technology ·Lei Zhu,Zijun Deng,Xiaowei Hu,Haoran Xie,Xuemiao Xu,Jing Qin,Pheng‐Ann Heng	2020	41
11	SAC-Net: Spatial Attenuation Context for Salient Object Detection IEEE Transactions on Circuits and Systems for Video Technology ·Xiaowei Hu,Chi‐Wing Fu,Lei Zhu,Tianyu Wang,Pheng‐Ann Heng	2020	64
12	Unsupervised Detection of Distinctive Regions on 3D Shapes ACM Transactions on Graphics ·Xianzhi Li,Lequan Yu,Chi‐Wing Fu,Daniel Cohen‐Or,Pheng‐Ann Heng	2020	16
13	Weakly supervised 3D deep learning for breast cancer classification and localization of the lesions in MR images Journal of Magnetic Resonance Imaging ·Juan Zhou,Luyang Luo,Qi Dou,Hao Chen,Cheng Chen,Gongjie Li,Zefei Jiang,Pheng‐Ann Heng	2019	118
14	PU-GAN: A Point Cloud Upsampling Adversarial Networkbreakdown → Ruihui Li,Xianzhi Li,Chi‐Wing Fu,Daniel Cohen‐Or,Pheng‐Ann Heng	2019	287
15	Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Cheng Xue,Qi Dou,Xueying Shi,Hao Chen,Pheng‐Ann Heng	2019	66
16	Aggregating Attentional Dilated Features for Salient Object Detection IEEE Transactions on Circuits and Systems for Video Technology ·Lei Zhu,Jiaxing Chen,Xiaowei Hu,Chi‐Wing Fu,Xuemiao Xu,Jing Qin,Pheng‐Ann Heng	2019	55
17	Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation IEEE Transactions on Medical Imaging ·Shujun Wang,Lequan Yu,Xin Yang,Chi‐Wing Fu,Pheng‐Ann Heng	2019	199
18	Cascaded Feature Network for Semantic Segmentation of RGB-D Images Di Lin,Guangyong Chen,Daniel Cohen‐Or,Pheng‐Ann Heng,Hui Huang	2017	108
19	Automatic liver segmentation in CT images based on Support Vector Machine Jie Lu,Defeng Wang,Lin Shi,Pheng‐Ann Heng	2012	10
20	Accurate B-spline Free-Form Deformation of Polygonal Objects Journal of Graphics Tools ·Jieqing Feng,Pheng‐Ann Heng,Tien‐Tsin Wong	1998	14

About Pheng‐Ann Heng

Pheng‐Ann Heng is a scholar working on Computer Graphics and Computer-Aided Design, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging, having authored 535 papers that have together received 22.8k indexed citations. Recurring topics across this work include Medical Image Segmentation Techniques (76 papers), Computer Graphics and Visualization Techniques (76 papers), 3D Shape Modeling and Analysis (70 papers), Advanced Vision and Imaging (57 papers), Advanced Neural Network Applications (51 papers), Radiomics and Machine Learning in Medical Imaging (39 papers), Advanced Image and Video Retrieval Techniques (37 papers) and AI in cancer detection (35 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (11.5k citations), Computer Graphics and Computer-Aided Design (1.1k citations) and Radiology, Nuclear Medicine and Imaging (6.8k citations). Pheng‐Ann Heng has collaborated with scholars based in Hong Kong, China and United States. Frequent co-authors include Hao Chen, Qi Dou, Jing Qin, Chi‐Wing Fu, Lequan Yu, Xiaojuan Qi, Xiaomeng Li, Xiaowei Hu, Tien‐Tsin Wong and Lei Zhu. Their work appears in journals such as Nature Communications, SHILAP Revista de lepidopterología and PLoS ONE.

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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