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Anton van den Hengel

Australian Institute for Machine Learning

73H-index
508Paper Count
2.6WCitation Count
Published Papers 53
Publication Date
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A Survey of Medical Vision-and-Language Applications and Their Techniques
errInternational Journal of Computer Vision
IF9.3
err2026-08-03
err0
PREAI
errQi Chen; Ruoshan Zhao; Sinuo Wang; Vu Minh Hieu Phan; Anton van den Hengel; Johan Verjans; Zhibin Liao; Minh-Son To; Yong Xia; Jian Chen; Yutong Xie; Qi Wu
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errSave
PedCLIP: A Vision-Language Model for Pediatric X-Rays with Mixture of Body Part Experts
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V
IF0
err2026-01-01
err0
PREAI
errHuy, Ta Duc; Shoby, Abin; Tran, Sen; Xie, Yutong; Chen, Qi; Phi Le Nguyen; Gole, Akshay; Liu, Lingqiao; Perperidis, Antonios; Friswell, Mark; Linke, Rebecca; Glynn, Andrea; To, Minh-Son; van den Hengel, Anton; Verjans, Johan; Liao, Zhibin; Phan, Minh Hieu
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errSave
CO2 Isotopologue Quantification Using Direct Frequency Comb Spectroscopy and Machine Learning
errACS Omega
IF4.3
err2025-10-20
err0
errOAAI
errMadeleine Cochrane; Sarah K. Scholten; Chris Perrella; Anton van den Hengel; Kishan Dholakia; Andre N. Luiten; Zhibin Liao; Johan W. Verjans
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errSave
Parameter-efficient action planning with large language models for vision-and-language navigation
errPattern Recognition
IF7.6
err2025-09-29
err0
errOAAI
errBahram Mohammadi; Ehsan Abbasnejad; Yuankai Qi; Qi Wu; Anton Van Den Hengel; Javen Qinfeng Shi
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errSave
Re-engineering the clinical approach to suspected cardiac chest pain assessment in the emergency department by expediting research evidence to practice using artificial intelligence. (RAPIDx AI)-a cluster randomized study design
errAMERICAN HEART JOURNAL
IF3.5
err2025-02-01
err0
errOAAI
errKhan, Ehsan; Lambrakis, Kristina; Briffa, Tom; Cullen, Louise A.; Karnon, Jonathon; Papendick, Cynthia; Quinn, Stephen; Tideman, Phil; van den Hengel, Anton; Verjans, Johan; Chew, Derek P.
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errSave
Deep learning for hate speech detection: a comparative study
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2024-10-22
err0
PREAI
errMalik, Jitendra Singh; Qiao, Hezhe; Pang, Guansong; van den Hengel, Anton
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errSave
Scaling Up Multi-domain Semantic Segmentation with Sentence Embeddings
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2024-05-01
err1
PREAI
errYin, Wei; Liu, Yifan; Shen, Chunhua; Sun, Baichuan; van den Hengel, Anton
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errSave
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2022-07-01
err8
errOAAI
errLiao, Zhibin; Liao, Kewen; Shen, Haifeng; van Boxel, Marouska F.; Prijs, Jasper; Jaarsma, Ruurd L.; Doornberg, Job N.; van den Hengel, Anton; Verjans, Johan W.
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errSave
Video super-resolution via mixed spatial-temporal convolution and selective fusion
errPATTERN RECOGNITION
IF7.6
err2022-06-01
err11
errOAAI
errSun, Wei; Gong, Dong; Shi, Javen Qinfeng; van den Hengel, Anton; Zhang, Yanning
errShare
errSave
High dynamic range imaging via gradient-aware context aggregation network
errPATTERN RECOGNITION
IF7.6
err2022-02-01
err23
PREAI
errYan, Qingsen; Gong, Dong; Shi, Javen Qinfeng; Hengel, Anton van den; Sun, Jinqiu; Zhu, Yu; Zhang, Yanning
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errSave
Show, Price and Negotiate: A Negotiator With Online Value Look-Ahead
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2022-01-01
err1
errOAAI
errParvaneh, Amin; Abbasnejad, Ehsan; Wu, Qi; Shi, Javen Qinfeng; van den Hengel, Anton
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errSave
Dual-Attention-Guided Network for Ghost-Free High Dynamic Range Imaging
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2021-10-28
err31
PREAI
errYan, Qingsen; Gong, Dong; Shi, Javen Qinfeng; van den Hengel, Anton; Shen, Chunhua; Reid, Ian; Zhang, Yanning
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errSave
Learning to Zoom-In via Learning to Zoom-Out: Real-World Super-Resolution by Generating and Adapting Degradation
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2021-01-01
err21
errOAAI
errSun, Wei; Gong, Dong; Shi, Qinfeng; van den Hengel, Anton; Zhang, Yanning
errShare
errSave
Deep Single Image Deraining via Modeling Haze-Like Effect
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2021-01-01
err15
PREAI
errWang, Yinglong; Gong, Dong; Yang, Jie; Shi, Qinfeng; van den Hengel, Anton; Xie, Dehua; Zeng, Bing
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errSave
Learning Deep Gradient Descent Optimization for Image Deconvolution
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-12-01
err65
errOAAI
errGong, Dong; Zhang, Zhen; Shi, Qinfeng; van den Hengel, Anton; Shen, Chunhua; Zhang, Yanning
errShare
errSave
Accurate Tensor Completion via Adaptive Low-Rank Representation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-10-01
err16
PREAI
errZhang, Lei; Wei, Wei; Shi, Qinfeng; Shen, Chunhua; van den Hengel, Anton; Zhang, Yanning
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errSave
GADE: A Generative Adversarial Approach to Density Estimation and its Applications
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2020-08-19
err2
PREAI
errAbbasnejad, M. Ehsan; Shi, Javen; van den Hengel, Anton; Liu, Lingqiao
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errSave
REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs
errMEDICAL IMAGE ANALYSIS
IF11.8
err2020-01-01
err402
errOAAI
errOrlando, Jose Ignacio; Fu, Huazhu; Breda, Joao Barbossa; van Keer, Karel; Bathula, Deepti R.; Diaz-Pinto, Andres.; Fang, Ruogu; Heng, Pheng-Ann; Kim, Jeyoung; Lee, JoonHo; Lee, Joonseok; Li, Xiaoxiao; Liu, Peng; Lu, Shuai; Murugesan, Balamurali; Naranjo, Valery; Phaye, Sai Samarth R.; Shankaranarayana, Sharath M.; Sikka, Apoorva; Son, Jaemin; van den Hengel, Anton; Wang, Shujun; Wu, Junyan; Wu, Zifeng; Xu, Guanghui; Xu, Yongli; Yin, Pengshuai; Li, Fei; Zhang, Xiulan; Xu, Yanwu; Bogunovic, Hrvoje
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errSave
Scripted Video Generation With a Bottom-Up Generative Adversarial Network
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2020-01-01
err14
PREAI
errChen, Qi; Wu, Qi; Chen, Jian; Wu, Qingyao; van den Hengel, Anton; Tan, Mingkui
errShare
errSave
Adaptive Importance Learning for Improving Lightweight Image Super-Resolution Network
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2019-11-06
err31
PREAI
errZhang, Lei; Wang, Peng; Shen, Chunhua; Liu, Lingqiao; Wei, Wei; Zhang, Yanning; van den Hengel, Anton
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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张磊 (Lei Zhang)
H-index: 145 · Papers: 1.7K
C
Chunhua Shen
H-index: 124 · Papers: 850
P
Pheng‐Ann Heng
H-index: 108 · Papers: 1.0K
K
Kishan Dholakia
H-index: 93 · Papers: 831
M
Mark Tester
H-index: 91 · Papers: 350
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