Anton van den Hengel

26.0k citations

239 papers · 13.2k indexed · 9 hit papers · h-index 52

Computer Vision and Pattern Recognition top 0.05%
- Advanced Image and Video Retrieval Techniques 54
- Advanced Vision and Imaging 52
- Video Surveillance and Tracking Methods 43
- Multimodal Machine Learning Applications 39
- Human Pose and Action Recognition 27
Artificial Intelligence top 0.1%
- Domain Adaptation and Few-Shot Learning 37
- Anomaly Detection Techniques and Applications 27
Media Technology top 0.2%
Signal Processing top 1%
Geology top 2%
Aerospace Engineering
- Robotics and Sensor-Based Localization 29

Co-authors: Chunhua Shen Qinfeng Shi Anthony Dick Zifeng Wu Qi Wu Julian McAuley Lingqiao Liu Guosheng Lin
Cited by: Computer Vision and Pattern Recognition Artificial Intelligence Media Technology
Partner nations: Australia China United States

In The Last Decade

Anton van den Hengel

231 papers receiving 12.8k citations

Hit Papers

9 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.

2019 Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection
2019 Deep Anomaly Detection with Deviation Networks
2019 Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
2016 What Value Do Explicit High Level Concepts Have in Vision to Language Problems?
2016 Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation
2015 Depth and surface normal estimation from monocular images using regression on deep features and hierarchical CRFs
2015 Image-Based Recommendations on Styles and Substitutes
2014 Fast Supervised Hashing with Decision Trees for High-Dimensional Data
2013 A survey of appearance models in visual object tracking

Peers

Countries citing papers authored by Anton van den Hengel

Since Specialization

Citations

This map shows the geographic impact of Anton van den Hengel'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 Anton van den Hengel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Anton van den Hengel more than expected).

Fields of papers citing papers by Anton van den Hengel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Anton van den Hengel. 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 Anton van den Hengel. The network helps show where Anton van den Hengel may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Anton van den Hengel, 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 Anton van den Hengel Line = papers co-authored together Anton van den Hengel 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	Scaling Up Multi-domain Semantic Segmentation with Sentence Embeddings Wei Yin,Yifan Liu,Chunhua Shen,Baichuan Sun,Anton van den Hengel	2024	3
2	BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling Sameera Ramasinghe,Violetta Shevchenko,Gil Avraham,Anton van den Hengel	2024	2
3	Consistency-Aware Anchor Pyramid Network for Crowd Localization Xinyan Liu,Guorong Li,Yuankai Qi,Zhenjun Han,Anton van den Hengel,Nicu Sebe,Ming–Hsuan Yang,Qingming Huang	2024	1
4	Dual Prototype Contrastive Network for Generalized Zero-Shot Learning Huajie Jiang,Zhengxian Li,Yongli Hu,Baocai Yin,Jian Yang,Anton van den Hengel,Ming–Hsuan Yang,Yuankai Qi	2024	1
5	CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification Zhibin Liao,Kewen Liao,Haifeng Shen,Marouska F. van Boxel,Jasper Prijs,Ruurd L. Jaarsma,Job N. Doornberg,Anton van den Hengel,Johan Verjans	2022	13
6	Structured Multimodal Attentions for TextVQA Chenyu Gao,Qi Zhu,Peng Wang,Hui Li,Yuliang Liu,Anton van den Hengel,Qi Wu	2021	37
7	Towards Effective Deep Embedding for Zero-Shot Learning Lei Zhang,Peng Wang,Lingqiao Liu,Chunhua Shen,Wei Wei,Yanning Zhang,Anton van den Hengel	2020	56
8	Scripted Video Generation With a Bottom-Up Generative Adversarial Network Qi Chen,Qi Wu,Jian Chen,Qingyao Wu,Anton van den Hengel,Mingkui Tan	2020	20
9	On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law Damien Teney,Ehsan Abbasnejad,Kushal Kafle,Robik Shrestha,Christopher Kanan,Anton van den Hengel	2020	7
10	Wider or Deeper: Revisiting the ResNet Model for Visual Recognitionbreakdown → Zifeng Wu,Chunhua Shen,Anton van den Hengel	2019	1015
11	High‐throughput 3D modelling to dissect the genetic control of leaf elongation in barley (Hordeum vulgare) Ben Ward,Chris Brien,Helena Oakey,Allison S. Pearson,Sónia Negrão,Rhiannon K. Schilling,Julian Taylor,David E. Jarvis,Andy Timmins,Stuart J. Roy,Mark Tester,Bettina Berger,Anton van den Hengel	2019	15
12	Accurate Tensor Completion via Adaptive Low-Rank Representation Lei Zhang,Wei Wei,Qinfeng Shi,Chunhua Shen,Anton van den Hengel,Yanning Zhang	2019	16
13	Cluster Sparsity Field: An Internal Hyperspectral Imagery Prior for Reconstruction Lei Zhang,Wei Wei,Yanning Zhang,Chunhua Shen,Anton van den Hengel,Qinfeng Shi	2018	63
14	Unsupervised Domain Adaptation Using Robust Class-Wise Matching Lei Zhang,Peng Wang,Wei Wei,Hao Lü,Chunhua Shen,Anton van den Hengel,Yanning Zhang	2018	50
15	FVQA: Fact-Based Visual Question Answering Peng Wang,Qi Wu,Chunhua Shen,Anthony Dick,Anton van den Hengel	2017	289
16	Image Captioning and Visual Question Answering Based on Attributes and External Knowledge Qi Wu,Chunhua Shen,Peng Wang,Anthony Dick,Anton van den Hengel	2017	289
17	A hierarchical model for recognizing alarming states in a batteryless sensor alarm intervention for preventing falls in older people Roberto Luis Shinmoto Torres,Qinfeng Shi,Anton van den Hengel,Damith C. Ranasinghe	2017	9
18	Dictionary Learning for Promoting Structured Sparsity in Hyperspectral Compressive Sensing Lei Zhang,Wei Wei,Yanning Zhang,Chunhua Shen,Anton van den Hengel,Qinfeng Shi	2016	40
19	Automatic camera placement for large scale surveillance networks Anton van den Hengel,Rhys Hill,Ben Ward,Alex Cichowski,Henry Detmold,Chris Madden,Anthony Dick,John Bastian	2009	18
20	Computing Image-Based Reprojection Error on Graphics Hardware John Bastian,Anton van den Hengel	2003	1

About Anton van den Hengel

Anton van den Hengel is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computer Graphics and Computer-Aided Design, having authored 239 papers that have together received 13.2k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (54 papers), Advanced Vision and Imaging (52 papers), Video Surveillance and Tracking Methods (43 papers), Multimodal Machine Learning Applications (39 papers), Domain Adaptation and Few-Shot Learning (37 papers), Robotics and Sensor-Based Localization (29 papers), Human Pose and Action Recognition (27 papers) and Anomaly Detection Techniques and Applications (27 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (9.2k citations), Artificial Intelligence (5.2k citations) and Media Technology (1.3k citations). Anton van den Hengel has collaborated with scholars based in Australia, China and United States. Frequent co-authors include Chunhua Shen, Qinfeng Shi, Anthony Dick, Zifeng Wu, Qi Wu, Julian McAuley, Lingqiao Liu, Guosheng Lin, Sakrapee Paisitkriangkrai and Dong Gong.

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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