Bernard Ghanem

25.0k citations

206 papers · 9.6k indexed · 8 hit papers · h-index 41

Impact in

Computer Vision and Pattern Recognition top 0.05%
- Human Pose and Action Recognition
- Video Surveillance and Tracking Methods
- Multimodal Machine Learning Applications
- Advanced Vision and Imaging
- Video Analysis and Summarization
- Advanced Image and Video Retrieval Techniques
- Advanced Neural Network Applications
Artificial Intelligence top 0.2%
- Anomaly Detection Techniques and Applications

Papers in

Computer Vision and Pattern Recognition 147
- Human Pose and Action Recognition 49
- Multimodal Machine Learning Applications 32
- Video Analysis and Summarization 26
- Advanced Vision and Imaging 25
- Video Surveillance and Tracking Methods 24
- Advanced Neural Network Applications 23
Computer Graphics and Computer-Aided Design 14

Co-authors: Juan Carlos Niebles Víctor Escorcia Fabian Caba Heilbron Jian Zhang Narendra Ahuja Tianzhu Zhang Ali Thabet Guohao Li
Journals: IEEE Transactions on Pattern Analysis and Machine Intelligence (9 papers)International Journal of Computer Vision (8 papers)Pattern Recognition (3 papers)Computer Graphics Forum (3 papers)IEEE Transactions on Circuits and Systems for Video Technology (2 papers)
Partner nations: Saudi Arabia United States China

In The Last Decade

Bernard Ghanem

195 papers receiving 9.4k citations

Hit Papers

8 papers align trajectories log scale

Towards Open Vocabulary Learning: A Survey 2024 · 64 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.

2024 IEEE Transactions on Pattern Analysis and Machine Intelligence
2021 King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)
2019 King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)
2018 King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)
2017 King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)
2015 King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)
2012 King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)
2012 International Journal of Computer Vision

Peers

Countries citing papers authored by Bernard Ghanem

Since Specialization

Citations

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

Fields of papers citing papers by Bernard Ghanem

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bernard Ghanem. 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 Bernard Ghanem. The network helps show where Bernard Ghanem may publish in the future.

Co-authors

The 25 scholars most cited alongside Bernard Ghanem, 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 Bernard Ghanem Line = papers co-authored together Bernard Ghanem 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	Machine learning for the advancement of membrane science and technology: A critical review Journal of Membrane Science ·Gergő Ignácz, Nd Cascio, Steve Thurman, Nicole Eddington Johnson, Ruth Teer-Tomaselli, Hakkim Vovusha, Matthew R. Carbone, Bernard Ghanem, György Székely	2024	34
2	Leveraging 2D molecular graph pretraining for improved 3D conformer generation with graph neural networks Computers & Chemical Engineering ·Teo Čendak, Nicole Eddington Johnson, Abdulelah S. Alshehri, Guohao Li, Bernard Ghanem, Fengqi You	2024	6
3	Combating Mode Collapse via Offline Manifold Entropy Estimation Proceedings of the AAAI Conference on Artificial Intelligence ·Haozhe Liu, Lissett Caridad González Pérez, Haoqian Wu, O.V. Kaurova, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng	2023	6
4	Knowledge-aware Global Reasoning for Situation Recognition IEEE Transactions on Pattern Analysis and Machine Intelligence ·Weijiang Yu, Z. J. Holmes, Guohao Li, Nong Xiao, Bernard Ghanem	2023	6
5	Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets IEEE Transactions on Pattern Analysis and Machine Intelligence ·Kun Wang, Yuxuan Liang, Xinglin Li, Guohao Li, Bernard Ghanem, Roger Zimmermann, Zhengyang Zhou, Kishore Kondamudi, Michel Derouard, Yang Wang	2023	11
6	Robust Optimization as Data Augmentation for Large-scale Graphs 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·Il-Dong Yun, Guohao Li, Hiba Abd Al adheem, Zuxuan Wu, Chen Zhu, Bernard Ghanem, Gavin Taylor, Tom Goldstein	2022	50
7	Spatio-temporal Relation Modeling for Few-shot Action Recognition 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·Pedro Huaylinos Bustamante, Sanath Narayan, Salman Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Bernard Ghanem	2022	96
8	Quantitative and Real‐Time Evaluation of Human Respiration Signals with a Shape‐Conformal Wireless Sensing System Advanced Science ·Sicheng Chen, Guocheng Qian, Bernard Ghanem, Yongqing Wang, Zhou Shu, Xuefeng Zhao, Jang Woo Chun, Xinqin Liao, Yuanjin Zheng	2022	32
9	MAIN: Multi-Attention Instance Network for video segmentation King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) ·R.P.S. Baghel, Areli Medina‐Hernandez, Marie C. Keel, Ali Thabet, Thomas Brox, Pablo Arbeláez, Bernard Ghanem	2021	0
10	DeepGCNs: Making GCNs Go as Deep as CNNs IEEE Transactions on Pattern Analysis and Machine Intelligence ·Guohao Li, Matthias Mueller, Guocheng Qian, Shuai Sun, Consuelo Espinoza, Ali Thabet, Bernard Ghanem	2021	130
11	AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation IEEE Transactions on Multimedia ·Lissett Caridad González Pérez, Rongzhu Zhou, Yitong Wang, Chia‐Wen Lin, Bernard Ghanem, Linlin Shen	2021	49
12	UvA-DARE (University of Amsterdam) ·Víctor Escorcia, Philippe Hamman, Mihir Jain, Bernard Ghanem, Cees G. M. Snoek	2020	14
13	Context-aware learning for automatic sports highlight recognition King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) ·Bernard Ghanem, Mrs Modi, О.О. Черкашин, Tianzhu Zhang	2019	1
14	p-Box ADMM: A Versatile Framework for Integer Programming IEEE Transactions on Pattern Analysis and Machine Intelligence ·Baoyuan Wu, Bernard Ghanem	2018	71
15	Multi-label Learning with Missing Labels Using Mixed Dependency Graphs International Journal of Computer Vision ·Baoyuan Wu, Gabriela Badii, Wei Liu, Bernard Ghanem, Siwei Lyu	2018	62
16	Teaching UAVs to Race Using Sim4CV arXiv (Cornell University) ·Matthias Müller, Vincent Casser, Neil Smith, Dominik L. Michels, Bernard Ghanem	2017	2
17	ActivityNet: A large-scale video benchmark for human activity understanding King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) ·Fabian Caba Heilbron, Víctor Escorcia, Bernard Ghanem, Juan Carlos Niebles Hit paper breakdown →	2015	1435
18	Trajectory-based Fisher Kernel Representation for Action Recognition in Videos King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) ·Indriyati Atmosukarto, Bernard Ghanem, (unknown), (unknown)	2013	15
19	Low-Rank Sparse Coding for Image Classification National University of Singapore ·Tianzhu Zhang, Bernard Ghanem, Si Liu, Changsheng Xu, Narendra Ahuja	2013	102
20	Do humans fixate on interest points? DR-NTU (Nanyang Technological University) ·S Semplici, Rachit Dubey, Bernard Ghanem	2013	4

About Bernard Ghanem

Bernard Ghanem is a scholar working on Computer Vision and Pattern Recognition, Computer Graphics and Computer-Aided Design, Artificial Intelligence, Computational Mechanics and Signal Processing, having authored 206 papers that have together received 9.6k indexed citations. Recurring topics across this work include Human Pose and Action Recognition (49 papers), Multimodal Machine Learning Applications (32 papers), Video Analysis and Summarization (26 papers), Advanced Vision and Imaging (25 papers), Video Surveillance and Tracking Methods (24 papers), Anomaly Detection Techniques and Applications (24 papers), Advanced Neural Network Applications (23 papers) and Domain Adaptation and Few-Shot Learning (19 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (7.0k citations), Artificial Intelligence (3.0k citations), Geology (364 citations), Computer Graphics and Computer-Aided Design (214 citations) and Media Technology (476 citations). Bernard Ghanem has collaborated with scholars based in Saudi Arabia, United States and China. Frequent co-authors include Juan Carlos Niebles, Víctor Escorcia, Fabian Caba Heilbron, Jian Zhang, Narendra Ahuja, Tianzhu Zhang, Ali Thabet, Guohao Li, Matthias Müller and Neil Smith. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, International Journal of Computer Vision, Pattern Recognition, Computer Graphics Forum and IEEE Transactions on Circuits and Systems for Video Technology.

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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