Professor Jean-Christophe Nebel
- Non-faculty academics
- Research
- Academic Services
- Penrhyn Road
Knowledge Exchange & Research Institute Director - Cyber, Engineering & Digital Technologies
About
I am Professor of Computer Science. I hold an MScEng, an MSc, and a PhD in Computing Science from the University of St-Etienne (France, 1997). I am also a Senior Fellow of the Higher Education Academy (SFHEA).
After my PhD, I worked for 7 years as a researcher at Glasgow University. With co-authors, I developed the world first experimental 3D television studio, winning the IEE Reeve Premium award in 2004. At Kingston University, I have designed and applied novel pattern recognition, artificial intelligence and machine learning algorithms. These have included the following:
- A stochastic context-free grammar-based framework able to handle the complexity of the protein alphabet
- A manifold-based approach allowing modelling/representation of multivariate sequences
- Enhancement of video-based action recognition using common-sense reasoning
- Meta-analysis of gene variants
- Introduction of a genomics-inspired paradigm for visual surveillance
- Game-theoretic approaches to optimise electricity consumption in a smart grid and manage PPE efficiently during the COVID-19 outbreak
- Exploitation of AI for managing domestic solar energy solutions and denoising mass spectrometry data.
For more information, https://kunet.kingston.ac.uk/~ku33185/
Qualifications
- PhD in Computing Science at the University of St-Etienne (France)
- MSc in Computing Science at the University of Lyon (France)
- MScEng in Electronics & Signal Processing at CPE Lyon (France)
- Postgraduate Certificate in Learning & Teaching in Higher Education at Kingston University, London (UK)
Domains
Qualifications
- Senior Fellow of the Higher Education Academy (SFHEA)
Courses taught
I lead research in intelligence artificiel and machine learning applied to a variety of domains, including computer vision, bioinformatics, ecology and renewable energy. This is supported by multidisciplinary and international collaborations.
Qualifications
- PhD in Computer Science
Specialisms
- Artificial Intelligence
- Machine Learning
- Pattern Recognition
- Computer Vision
- Bioinformatics
I have been able to transfer my academic knowledge to industry through both contract research and projects supported by Innovate UK. I recently completed as Principal Investigator a Knowledge Transfer Partnership (KTP) with Instinet Global Services Ltd that delivered Machine Learning capability for Equity Trading, 2019-22. This KTP was awarded the highest grade of "Outstanding" by the KTP Grading Panel for its achievement in meeting KTP's Objectives.
At REF2014 (Research Excellence Framework), I was named as a key researcher of the Impact Case Study 'Economic benefits from sales of people-tracking and crowd-monitoring technology'.
"Research at Kingston University into methods for tracking pedestrians and monitoring crowds using computer vision techniques has been translated into commercial products by Ipsotek Ltd and BAe Systems, resulting in economic benefits to these companies from sales of these products. These products have been sold to high-profile customers including the London Eye, the O2 Arena and the Australian Government, providing significant commercial benefits, employment and growth for both companies, as well as providing an economic impact for these customers." Underpinning research includes: Tracking Human Position and Lower Body Parts Using Kalman and Particle Filters Constrained by Human Biomechanics, J. Martinez del Rincon, D. Makris, C. Orrite-Urunuela and J.-C. Nebel, IEEE Transactions on Systems Man and Cybernetics - Part B', 40(4), 2010
This Impact Case Study was evaluated as 3* (internationally excellent) by the REF panel and was among the 20 cases (out of the 280 submitted to UoA11 - Computer Science and Informatics) selected to highlight the impact made by UK academic Computer Science Research over the period 2008-2013 (work jointly commissioned by UK Computing Research Committee, Council of Professors & Heads of Computing, and British Computer Society Academy).
Professional and scholarly affiliations
- Senior Member of Institute of Electrical and Electronics Engineers (IEEE)
I am Professor of Computer Science and Director of the Knowledge Exchange & Research Institute for Cyber, Engineering & Digital Technologies. As REF coordinator for UoA11 - Computer Science & Informatics, I prepared and delivered its submission to the UK Research Excellence Framework 2021 (REF2021). This has proved Kingston University's best submission for this unit so far, as 73% of its research was assessed to be either World Leading or Internationally Excellent.
I have also national and international experience in reviewing and evaluating research papers and proposals. I have been a reviewer for the most prestigious journals in my areas of expertise (machine learning, computer vision and bioinformatics), and I am a member of the editorial boards of BMC Bioinformatics, PLOS ONE, and Pattern Analysis & Applications. I have also evaluated proposals for the Newton Fund, the UK National Commission for UNESCO, and UK (EPSRC, BBSRC & MRC) and foreign (Belgian, Chilean and Quebec) Research Councils. Finally, I am a full member of the EPSRC Peer Review College, and was one of the 46 members of the Computer Science Evaluation Group for the annual NSERC's flagship Discovery Grants Program (C$40M), Natural Sciences and Engineering Research Council of Canada (NSERC), 2019-2022.
University responsibilities
- School Director of Research & Enterprise
- Coordinator for UoA11 - Computer Science & Informatics
Publications
Integrative multi-omics analysis identifies methylation-associated lncRNAs FAM83A-AS2 and AC012213.1 as candidate prognostic markers in lung adenocarcinoma
Al Sium, Syed Muktadir, Tonmoy, Mahafujul Islam Quadery, Barman, Dhirendra Nath, Nebel, Jean Christophe, Rahman, Farzana and Chowdhury, Sanjana Fatema, 2026, Bioinformatics Advances (6), 1, Published
Quantifying domain-specific relevance of computational biology Wikipedia articles using TF-IDF and cosine similarity
Pradeep Menon, Arya, Davis, Trenton, Hegde, Megha, Näpflin, Nicolas C., Anjum, Audra, Barman, Sarah, DeBlasio, Dan, Eranti, Pradeep, Nebel, Jean Christophe, Sélem-Mojica, Nelly, Shome, Sayane, Welch, Lonnie R., Kilpatrick, Alastair M. and Rahman, Farzana, 2026, Bioinformatics (42), S1, Published
Steganography and probabilistic risk analysis: a game theoretical framework for quantifying adversary advantage and impact
Omego, Obinna, Rahman, Farzana and Nebel, Jean Christophe, 2026, PeerJ Computer Science (12), Published
Reaping the fruits of LLM pruning: towards small language models for efficient non-coding variant effect prediction
Hegde, Megha, Nebel, Jean-Christophe and Rahman, Farzana, 2025, Genes (16), 11, Published
How AI is making affordable air pollution sensors more accurate
Nebel, Jean-Christophe and Rahman, Farzana, 2025, The Conversation, Published
Air pollution monitoring using cost-effective devices enhanced by machine learning
Colléaux, Yanis, Willaume, Cédric, Mohandes, Bijan, Nebel, Jean Christophe and Rahman, Farzana, 2025, Sensors (25), 5, Published
Language modelling techniques for analysing the impact of human genetic variation
Hegde, Megha, Nebel, Jean Christophe and Rahman, Farzana, 2025, Bioinformatics and Biology Insights (19), Published
WaViT-CDC: wavelet vision transformer with central difference convolutions for spatial-frequency deepfake detection
Badr, Nour Eldin Alaa, Nebel, Jean Christophe, Greenhill, Darrel and Liang, Xing, 2025, IEEE Open Journal of Signal Processing (6) pp 621-630, Published
A review of deepfake techniques: architecture, detection, and datasets
Edwards, Peter, Nebel, Jean Christophe, Greenhill, Darrel and Liang, Xing, 2024, IEEE Access (12) pp 154718-154742, Published
Cleaning up the Big Smoke: forecasting London's air pollution levels using energy-efficient AI
Hegde, Megha, Nebel, Jean-Christophe and Rahman, Farzana, 2024, International Journal of Environmental Pollution and Remediation (12) pp 23-28, Published
Smart power management strategy controlling domestic solar solutions in sub-Saharan countries
Borujeni, Masoud Salehi, Ofetotse, Eng L., Muhumuza, Ronald, Pugsley, Adrian, Smyth, Mervyn, Mondol, Jayanta and Nebel, Jean Christophe, 2023, Energy Systems, Accepted/In press
Identifying queenlessness in honeybee hives from audio signals using machine learning
Ruvinga, Stenford, Hunter, Gordon, Duran, Olga and Nebel, Jean Christophe, 2023, Electronics (12), 7, Published
Cloud based evaluation of databases for stock market data
Singh, Baldeep, Martyr, Randall, Medland, Thomas, Astin, Jamie, Hunter, Gordon and Nebel, Jean Christophe, 2022, Journal of Cloud Computing (11), Published
Object recognition for augmented reality applications
Amponis, Georgios, Nebel, Jean-Christophe, Argyriou, Vasileios, Lagkas, Thomas, Sarigiannidis, Panagiotis and Li, Vladislav, 2022, Azerbaijan Journal of High Performance Computing (4), 1 pp 15-28, Published
A solar backup system to provide reliable energy in presence of unplanned power outages
Borujeni, Masoud Salehi, Ofetotse, Eng L. and Nebel, Jean Christophe, 2022, Journal of Energy Storage (47), Published
We created the first AI-powered solar electricity backup system for houses in sub-Saharan Africa
Salehiborujeni, Masoud, Ofetotse, Eng and Nebel, Jean-Christophe, 2022, The Conversation, Published
In silico design of bioisosteric modifications of drugs for the treatment of diabetes
Vink, Guillaume, Nebel, Jean Christophe and Wren, Stephen P., 2021, Future Medicinal Chemistry (13), 8 pp 691-700, Published
Game theory to enhance stock management of Personal Protective Equipment (PPE) during the COVID-19 outbreak
Abedrabboh, Khaled, Pilz, Matthias, Al-Fagih, Zaid, Al-Fagih, Othman S., Nebel, Jean Christophe and Al-Fagih, Luluwah, 2021, PLoS ONE (16), 2, Published
Rosetta and the journey to predict proteins' structures, 20 years on
Abbass, Jad and Nebel, Jean Christophe, 2020, Current Bioinformatics (15), 6 pp 611-629, Published
Scalable system for smart urban transport management
Khan, Nauman Ahmad, Nebel, Jean Christophe, Khaddaj, Souheil and Brujic-Okretic, Vesna, 2020, Journal of Advanced Transportation (2020), Published
Security attacks on smart grid scheduling and their defences: a game-theoretic approach
Pilz, M., Naeini, F. Baghaei, Grammont, K., Smagghe, C., Davis, M., Nebel, J. C., Al-Fagih, L. and Pfluegel, E., 2020, International Journal of Information Security (19) pp 427-443, Published
Enhancing fragment-based protein structure prediction by customising fragment cardinality according to local secondary structure
Abbass, Jad and Nebel, Jean Christophe, 2020, BMC Bioinformatics (21), Published
Deep phosphoproteome analysis of 'Schistosoma mansoni' leads development of a kinomic array that highlights sex-biased differences in adult worm protein phosphorylation
Hirst, Natasha L., Nebel, Jean Christophe, Lawton, Scott P. and Walker, Anthony J., 2020, PLoS Neglected Tropical Diseases (14), 3, Published
Dynamic Spatio-Temporal Bag of Expressions (D-STBoE) model for human action recognition
Nazir, Saima, Yousaf, Muhammad Haroon, Nebel, Jean Christophe and Velastin, Sergio A., 2019, Sensors (19), 12, Published
Coil conversion to [beta]-strand induced by dimerization
Laibe, Johanna, Caffrey, Aaron, Broutin, Melanie, Guiglion, Solene, Pierscionek, Barbara and Nebel, Jean Christophe, 2018, Proteins: Structure, Function and Bioinformatics (86), 12 pp 1221-1230, Published
Los ordenadores son vigilantes novatos; la genómica les enseña a ser mejores = [Treating video like a mutating gene could improve surveillance software]
Florez-Revuelta, Francisco and Nebel, Jean-Christophe, 2018, The Conversation, Published
How genomes could transform surveillance and facial recognition
Nebel, Jean Christophe, 2018, Biometric Technology Today, 3 pp 5-7, Published
Our discovery of how humans experience the smell of death may one day help save lives
Nebel, Jean-Christophe, 2018, The Independent, Published
Our discovery of how humans experience the smell of death may one day help save lives
Nebel, Jean-Christophe, 2018, The Conversation, Published
A Bag of Expression framework for improved human action recognition
Nazir, Saima, Yousaf, Muhammad Haroon, Nebel, Jean Christophe and Velastin, Sergio A., 2018, Pattern Recognition Letters (103) pp 39-45, Published
Identifying human diamine sensors for death related putrescine and cadaverine molecules
Izquierdo, Cristina, Gómez-Tamayo, José C., Nebel, Jean Christophe, Pardo, Leonardo and Gonzalez, Angel, 2018, PLoS Computational Biology (14), 1, Published
Vide-omics: a genomics-inspired paradigm for video analysis
Kazantzidis, Ioannis, Florez-Revuelta, Francisco, Dequidt, Mickael, Hill, Natasha and Nebel, Jean Christophe, 2018, Computer Vision and Image Understanding (166) pp 28-40, Published
Reconnaître des visages dans une vidéo en s’inspirant de l’analyse de l’ADN
Nebel, Jean-Christophe, 2017, The Conversation, Published
DNA techniques could transform facial recognition technology
Nebel, Jean-Christophe, 2017, The Conversation, Published
DNA techniques could transform facial recognition technology
Nebel, Jean-Christophe, 2017, Scientific American, Published
Reduced fragment diversity for alpha and alpha-beta protein structure prediction using Rosetta
Abbass, Jad and Nebel, Jean Christophe, 2017, Structural Engineer (24), 3 pp 215-222, Published
Inversion of correia repeat enclosed elements in ' Neisseria gonorrhoeae '
Elbeyioglu, Firat, Roberts, Sabrina B., Spencer-Smith, Russell, Pulijala, Madhuri, Zelewska, Marta A., Nebel, Jean Christophe and Snyder, Lori A.S., 2017, Microbiology (United Kingdom) (163), 1 pp 31-36, Published
Correia repeat enclosed elements and non-coding RNAs in the Neisseria species
Roberts, Sabrina B., Spencer-Smith, Russell, Shah, Mahwish, Nebel, Jean Christophe, Cook, Richard T. and Snyder, Lori A.S., 2016, Microorganisms (4), 3, Published
Nutrigenomics 2.0: The Need for Ongoing and Independent Evaluation and Synthesis of Commercial Nutrigenomics Tests' Scientific Knowledge Base for Responsible Innovation
Pavlidis, Cristiana, Nebel, Jean Christophe, Katsila, Theodora and Patrinos, George P., 2016, OMICS A Journal of Integrative Biology (20), 2 pp 65-68, Published
Progress and challenges in predicting protein interfaces
Esmaielbeiki, Reyhaneh, Krawczyk, Konrad, Knapp, Bernhard, Nebel, Jean Christophe and Deane, Charlotte M., 2016, Briefings in Bioinformatics (17), 1 pp 117-131, Published
Recognition of Activities of Daily Living with Egocentric Vision: A Review.
Nguyen, Thi Hoa Cuc, Nebel, Jean Christophe and Florez-Revuelta, Francisco, 2016, Sensors (Basel, Switzerland) (16), 72, Published
Meta-analysis of genes in commercially available nutrigenomic tests denotes lack of association with dietary intake and nutrient-related pathologies
Pavlidis, Cristiana, Lanara, Zoi, Balasopoulou, Angeliki, Nebel, Jean Christophe, Katsila, Theodora and Patrinos, George P., 2015, OMICS A Journal of Integrative Biology (19), 9 pp 512-520, Published
Customised fragments libraries for protein structure prediction based on structural class annotations
Abbass, Jad and Nebel, Jean-Christophe, 2015, BMC Bioinformatics (16), 136, Published
Efficient tracking of human poses using a manifold hierarchy
Moutzouris, Alexandros, Martinez-Del-Rincon, Jesus, Nebel, Jean Christophe and Makris, Dimitrios, 2015, Computer Vision and Image Understanding (132) pp 75-86, Published
An optimized stereo vision implementation for embedded systems: application to RGB and Infra-Red images
Madeo, Simone, Pelliccia, Riccardo, Salvadori, Claudio, del Rincon, Jesus Martinez and Nebel, Jean Christophe, 2014, Journal of Real-Time Image Processing, Published
Generalised Laplacian Eigenmaps for Modelling and Tracking Human Motions
Martinez-Del-Rincon, Jesus, Lewandowski, Michal, Nebel, Jean Christophe and Makris, Dimitrios, 2014, IEEE Transactions on Cybernetics (44), 9 pp 1646-1660, Published
Identification of NAD(P)H Quinone Oxidoreductase Activity in Azoreductases from P. aeruginosa: Azoreductases and NAD(P)H Quinone Oxidoreductases Belong to the Same FMN-Dependent Superfamily of Enzymes
Ryan, Ali, Kaplan, Elise, Nebel, Jean Christophe, Polycarpou, Elena, Crescente, Vincenzo, Lowe, Edward, Preston, Gail M. and Sim, Edith, 2014, PLoS ONE (9), 6, Published
Primary sequence contribution to optical function of the eye lens
Mahendiran, K., Elie, C., Nebel, J. C., Ryan, A. and Pierscionek, B. K., 2014, Scientific Reports (4), Published
Scoring docking conformations using predicted protein interfaces
Esmaielbeiki, Reyhaneh and Nebel, Jean Christophe, 2014, BMC Bioinformatics (15), 171, Published
Structural Laplacian eigenmaps for modeling sets of multivariate sequences
Lewandowski, Michał, Makris, Dimitrios, Velastin, Sergio A. and Nebel, Jean Christophe, 2014, IEEE Transactions on Cybernetics (44), 6 pp 936-949, Published
Episodic reasoning for vision-based human action recognition
Santofimia, Maria J., Martinez-Del-Rincon, Jesus and Nebel, Jean Christophe, 2014, Scientific World Journal (2014), 270171, Published
Computational intelligence in bioinformatics
Nebel, J.C., 2014, Journal of Proteomics & Bioinformatics (S9:e00), Published
Probabilistic grammatical model of protein language and its application to helix-helix contact site classification
Dyrka, Witold, Nebel, Jean Christophe and Kotulska, Malgorzata, 2013, Algorithms for Molecular Biology (8), 31, Published
Common Sense Reasoning for Human Action Recognition
Rincón, Jesús Martínez Del, Santofimia, Maria J. and Nebel, Jean Christophe, 2013, Pattern Recognition Letters (34), 15 pp 1849-1860, Published
Comparative study and meta-analysis of meta-analysis studies for the correlation of genomic markers with early cancer detection
Lanara, Zoi, Giannopoulou, Efstathia, Fullen, Marta, Kostantinopoulos, Evangelos, Nebel, Jean Christophe, Kalofonos, Haralabos P., Patrinos, George P. and Pavlidis, Cristiana, 2013, Human Genomics (7), 14, Published
Proteomics and bioinformatics soon to resolve the human structural interactome
Nebel, Jean Christophe, 2012, Journal of Proteomics & Bioinformatics (5), 10, Published
Structure prediction of LDLR-HNP1 complex based on docking enhanced by LDLR binding 3D motif
Esmaielbeiki, Reyhaneh, Naughton, Declan P. and Nebel, Jean Christophe, 2012, Protein and Peptide Letters (19), 4 pp 458-467, Published
Quality assessment of protein model-structures based on structural and functional similarities
Konopka, Bogumil M., Nebel, Jean Christophe and Kotulska, Malgorzata, 2012, BMC Bioinformatics (13), 242, Published
Comparative analysis of genomic signal processing for microarray data clustering
Istepanian, Robert S.H., Sungoor, Ala and Nebel, Jean Christophe, 2011, IEEE Transactions on Nanobioscience (10), 4 pp 225-238, Published
Integration of bottom-up/top-down approaches for 2D pose estimation using probabilistic Gaussian modelling
Kuo, Paul, Makris, Dimitrios and Nebel, Jean Christophe, 2011, Computer Vision and Image Understanding (115), 2 pp 242-255, Published
Tracking human position and lower body parts using Kalman and particle filters constrained by human biomechanics
Del Rincón, Jesús Martínez, Makris, Dimitrios, Uruñuela, Carlos Orrite and Nebel, Jean Christophe, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics (41), 1 pp 26-37, Published
Automatic configuration of spectral dimensionality reduction methods
Lewandowski, Michał, Makris, Dimitrios and Nebel, Jean Christophe, 2010, Pattern Recognition Letters (31), 12 pp 1720-1727, Published
Why inverse proteins are relatively abundant
Nebel, Jean Christophe and Walawage, Claude Godfrey Charles, 2010, Protein and Peptide Letters (17), 7 pp 854-860, Published
A stochastic context free grammar based framework for analysis of protein sequences
Dyrka, Witold and Nebel, Jean Christophe, 2009, BMC Bioinformatics (10), 323, Published
Automatic generation of 3D motifs for classification of protein binding sites
Nebel, Jean Christophe, Herzyk, Pawel and Gilbert, David R., 2007, BMC Bioinformatics (8), Published
Generation of 3D templates of active sites of proteins with rigid prosthetic groups
Nebel, Jean Christophe, 2006, Bioinformatics (22), 10 pp 1183-1189, Published
Pre-commercial 3-D digital TV studio
Nebel, J. C., Cockshott, W. P., Yarmolenko, V., Borland, E. and MacVicar, D., 2005, IEE Proceedings: Vision, Image and Signal Processing (152), 6 pp 665-667, Published
Experimental 3-D digital TV studio
Cockshott, W. P., Hoff, S. and Nebel, J. C., 2003, IEE Proceedings: Vision, Image and Signal Processing (150), 1 pp 28-33, Published
3D stereophotogrammetric image superimposition onto 3D CT scan images: the future of orthognathic surgery. A pilot study.
Khambay, Balvinder, Nebel, Jean-Christophe, Bowman, Janet, Walker, Fraser, Hadley, Donald M. and Ayoub, Ashraf, 2002, International Journal of Adult Orthodontics & Orthognathic Surgery (17), 4 pp 331-341, Published
Realistic Collision Avoidance of Upper Limbs Based on Neuroscience Models
Nebel, Jean Christophe, 2000, Computer Graphics Forum (19), 3 pp 219-228, Published
Distribution of human genes observes Zipf's law
Nebel, Jean-Christophe and Pezzulli, Sergio (2012). Kingston upon Thames, U.K.: (Kingston University) [Published]
Adaptive and uncertainty-aware intrusion detection with hybrid meta-learning under proxy-adversarial exposure
Gnanaratna, Kulanika, Nebel, Jean-Christophe, Rahman, Farzana and Omego, Obinna (2026). In: Cao, Yinzhi, Luo, Bo, Meng, Weizhi, (eds.), Cham: Springer pp 74-88 [E-pub ahead of print]
FRLD-DF: frequency ring-guided LoRA adaptation of DINOv2 vision transformer for generalizable deepfake detection
Badr, Nour Eldin Alaa, Liang, Xing, Nebel, Jean-Christophe and Greenhill, Darrel (2026). Piscataway, U.S.: Institute of Electrical and Electronics Engineers [Published]
FlashF5-MaViT: a fast five frequency Mamba with CDC–FastViT architecture for deepfake detection
Badr, Nour Eldin Alaa, Liang, Xing, Nebel, Jean-Christophe and Greenhill, Darrel (2026). Piscataway, U.S.: Institute of Electrical and Electronics Engineers, Inc. [Published]
Improved lightweight cloud-based multiclass cyber intrusion detection: optimising FastViT with Boruta-SHAP and class balancing on CSE-CIC-IDS2018
Badr, Nour Eldin Alaa, Liang, Xing and Nebel, Jean-Christophe (2026). [Published]
Sustainable AI-based prediction of air pollution levels in London
Hegde, Megha, Nebel, Jean-Christophe and Rahman, Farzana (2024). Avestia Publishing [Published]
Prediction of honeybee swarms using audio signals and convolutional neural networks
Ruvinga, Stenford, Hunter, Gordon, Nebel, Jean-Christophe and Duran, Olga (2022). [Published]
Use of LSTM neural networks to identify 'queenlessness' in honeybee hives from audio signals
Ruvinga, Stenford, Hunter, Gordon J.A., Duran, Olga and Nebel, Jean-Christophe (2021). [Published]
Enhanced Rosetta-based protein structure prediction for non-beta sheet dominated targets
Abbass, Jad and Nebel, Jean Christophe (2020). [Published]
Online resources for biologists
Nebel, Jean Christophe (2019). In: Mellor, Robert B., (eds.), Bingley, U.K.: pp 161-174 [Published]
A practical approach to energy scheduling: a game worth playing?
Pilz, Matthias, Nebel, Jean Christophe and Ai-Fagih, Luluwah (2018). [Published]
Profile hidden Markov models for foreground object modelling
Kazantzidis, Ioannis, Florez-Revuelta, Francisco and Nebel, Jean Christophe (2018). [Published]
Recognition of activities of daily living from egocentric videos using hands detected by a deep convolutional network
Nguyen, Thi Hoa Cuc, Nebel, Jean Christophe and Florez-Revuelta, Francisco (2018). [Published]
Automated detection of hands and objects in egocentric videos for ambient assisted living applications
Nguyen, Thi Hoa Cuc, Nebel, Jean Christophe, Hunter, Gordon and Florez-Revuelta, Francisco (2018). Piscataway, U.S.: pp 91-94 [Published]
Data mining the protein data bank to identify and characterise chameleon coil sequences that form symmetric homodimer [beta]-sheet interfaces
Laibe, Johanna, Broutin, Melanie, Caffrey, Aaron, Pierscionek, Barbara and Nebel, Jean-Christophe (2017). [Published]
Database of peptides susceptible to aggregation as a tool for studying mechanisms of diseases of civilization
Wozniak, Pawel P., Nebel, Jean-Christophe and Kotulska, Marlgorzata (2016). [Published]
Evolutionary algorithm for dense pixel matching in presence of distortions
Dos-Santos-Paulino, Ana Carolina, Nebel, Jean Christophe and Flórez-Revuelta, Francisco (2014). In: Mora, Antonio M., Esparcia-Alcazar, Anna I., (eds.), Berlin, Germany: Springer pp 439-450 [Published]
Ab initio protein structure prediction: methods and challenges
Abbass, Jad, Nebel, Jean Christophe and Mansour, Nashat (2014). In: Elloumi, Mourad, Zomaya, Albert Y., (eds.), New Jersey, U.S.: Wiley-Blackwell pp 703-724 [Published]
Unbiased Protein Interface Prediction Based on Ligand Diversity Quantification
Esmaielbeiki, Reyhaneh and Nebel, Jean Christophe (2012). pp 119-130 [Published]
Bioinformatics inspired algorithm for stereo correspondence
Dieny, Romain, Thevenon, Jerome, Martínez del Rincón, Jesus and Nebel, Jean-Christophe (2011). [Published]
Are current monocular computer vision systems for human action recognition suitable for visual surveillance applications?
Nebel, J. C., Lewandowski, Micha, Thévenon, Jérôme, Martinez, Francisco and Velastin, Sergio (2011). [Published]
Towards 3D modeling of interacting TM helix pairs based on classification of helix pair sequences
Dyrka, Witold, Nebel, Jean Christophe and Kotulska, Malgorzata (2010). pp 62-73 [Published]
2D and 3D pose recovery from a single uncalibrated video: A view and activity independent framework
Nebel, Jean Christophe, Kuo, Paul and Makris, Dimitrios (2010). In: Li, Weisi, Tao, Dacheng, Kacprzyk, Janusz, Khu, Li, Izquierdo, Ebroul, Wang, Haohong, (eds.), Berlin: Springer pp 391-411 [Published]
View and style-independent action manifolds for human activity recognition
Lewandowski, Michał, Makris, Dimitrios and Nebel, Jean Christophe (2010). In: Daniilidis, Kostas, Maragos, Petros, Paragios, Nikos, (eds.), Berlin, Germany: Springer pp 547-560 [Published]
Accuracy in predicting secondary structure of ionic channels
Konopka, Bogumil, Dyrka, Witold, Nebel, Jean-Christophe and Kotulska, Malgorzata (2009). In: Thanh Nguyen, Ngoc, Piotr Katarzyniak, Radosław, Janiak, Adam, (eds.), Berlin, Germany: Springer Nature pp 315-326 [Published]
Integration of local image cues for Probabilistic 2D pose recovery
Kuo, Paul, Makris, Dimitrios, Megherbi, Najla and Nebel, Jean Christophe (2008). In: Bebis, George, Boyle, Richard, Parvin, Bahram, Koracin, Darko, Remagnino, Paolo, Porikli, Fatih, Peters, J├Ârg, Klosowski, James, Arns, Laura, Chun, Yu Ka, Rhyne, Theresa-Marie, Monroe, Laura, (eds.), Berlin: Springer pp 214-223 [Published]
Nestor3D: multiple alignment of protein structures based on ligand or prosthetic group position
Nebel, Jean-Christophe (2005). [Published]
3D thermography imaging standardization technique for inflammation diagnosis
Ju, Xiangyang, Nebel, Jean Christophe and Siebert, J. Paul (2005). In: Gong, Haimei, (eds.) SPIE pp 266-273 [Published]
A New Automated Workflow for 3D Character Creation Based on 3D Scanned Data
Sibiryakov, Alexander, Ju, Xiangyang and Nebel, Jean Christophe (2003). In: Goos, G, Hartmanis, J., van Leeuwen, J., (eds.), Berlin, Germany: Springer-Verlag pp 155-158 [Published]
Generation of True 3D Films
Nebel, Jean Christophe (2001). In: Goos, G., Hartmanis, J., van Leeuwen, J., (eds.), Berlin, Germany: Springer pp 10-19 [Published]
Soft Tissue Modelling from 3D Scanned Data
Nebel, Jean Christophe (2001). In: Magnenat-Thalmann, Nadia, Thalmann, Daniel, (eds.), AH Dordrecht, Netherlands: Kluwer Academic Publishers pp 85-97 [Published]
Keyframe interpolation with self-collision avoidance
Nebel, Jean-Christopher (1999). In: Magnenat-Thalmann, Nadia, Thalmann, Daniel, (eds.), New York, U.S.: Springer [Published]
Using acoustic signals and artificial intelligence to monitor the health and well-being of honeybees
Ruvinga, Stenford, Hunter, Gordon, Duran, Olga and Nebel, Jean-Christophe(2024). [Published]
Monitoring and predicting important events in honeybee hives using acoustic signals and machine learning
Ruvinga, Stenford, Hunter, Gordon, Nebel, Jean-Christophe, Duran, Olga and Busquets, Rosa(2022). [Published]
Adjusting local conformational sampling for fragment assembly protein structure prediction based on secondary structure complexity
Abbass, Jad and Nebel, Jean Christophe(2021). [Published]
SCOP-Aided Fragment Assembly Protein Structure Prediction
Abbass, Jad and Nebel, Jean-Christophe(2019). [Published]
Kinect and episodic reasoning for human action recognition
Cantarero, Ruben, Santofima, Maria J., Villa, David, Requena, Roberto, Campos, Maria, Florez Revuelta, Francisco, Nebel, Jean-Christophe, Martinez del Rincon, Jesus and Lopez, Juan(2016). [Published]
Body Pose based Pedestrian Tracking in a Particle Filtering Framework
Rahman, M. J., Martínez del Rincón, J, Nebel, J.C. and Makris, D.(2013). [Published]
Common-Sense Knowledge for a Computer Vision System for Human Action Recognition
Santofimia Romero, Maria J., Martinez del Rincon, Jesus and Nebel, Jean-Christophe(2012). [Published]
Human pose tracking by hierarchical manifold searching
Martinez del Rincon, J., Nebel, J.-C., Makris, D. and Moutzouris, A.(2012). [Published]
Roles for DNA repeats in 'Neisseria gonorrhoeae', including protein sequence variation
Spencer-Smith, R., Nebel, J.-C., Norman, B., Zelewska, M., Bharaj, D., Fielder, M. and Snyder, L.(2012). [Published]
Structural annotation of proteins using probabilistic context-free grammars
Dyrka, Witold, Nebel, Jean-Christophe and Kotulska, Malgorzata(2012). [Published]
Dense pixel matching between unrectified and distorted images using dynamic programming
Thevenon, Jerome, Martinez del Rincon, Jesus, Dieny, Romain and Nebel, Jean-Christophe(2012). [Published]
Dissecting functional domains on nucleotide sugar transporters
Moreno, I., Moreno, A., Donoso, M., Moraga, C., Nebel, J. C. and Orellana, A.(2011). [Published]
Human pose tracking in low dimensional space enhanced by limb correction
Moutzouris, Alexandros, Martinez del Rincon, Jesus, Lewandowski, Michal, Nebel, Jean-Christophe and Makris, Dimitrios(2011). [Published]
Graph-based particle filter for human tracking with stylistic variations
Martínez Del Rincón, Jesús, Nebel, Jean Christophe and Makris, Dimitrios(2011). [Published]
Discovery of a 3D motif essential to LDLR-protein complexes: Application to docking prediction evaluation
Esmaielbeiki, Reyhaneh, Naughton, Declan P. and Nebel, Jean-Christophe(2011). [Published]
Probabilistic feature extraction from time series using spatio-temporal constraints
Lewandowski, Michał, Makris, Dimitrios and Nebel, Jean Christophe(2011). [Published]
View and style-independent action manifolds for human activity recognition
Lewandowski, Michal, Makris, Dimitrios and Nebel, Jean-Christophe(2010). [Published]
View and style-independent action manifolds for human activity recognition
Lewandowski, Michal, Makris, Dimitrios and Nebel, Jean-Christophe(2010). [Published]
Temporal extension of Laplacian Eigenmaps for unsupervised dimensionality reduction of time series
Lewandowski, M., Martinez-del-Rincon, J., Makris, D. and Nebel, J. C.(2010). [Published]
3D pose estimation from silhouettes in cyclic activities encoded by a dense gaussians mixture model
Dadgar, S. Amin, Nebel, Jean-Christophe and Makris, Dimitrios(2010). [Published]
Genomic signal processing and microarray technologies for personalised healthcare
Istepanian, R., Sungoor, A. and Nebel, J.-C.(2010). [Published]
Automatic configuration of spectral dimensionality reduction methods for 3D human pose estimation
Lewandowski, M., Makris, D. and Nebel, J.-C.(2009). [Published]
Activity independent 2D pose recovery from a single uncalibrated video
Kuo, Paul, Makris, Dimitrios and Nebel, Jean-Christophe(2009). [Published]
A spatio-temporal extension of laplacian eigenmaps for nonlinear dimension reduction
Makris, Dimitrios, Nebel, Jean-Christophe and Lewandowski, Michal(2009). [Published]
Automation of the CCTV-mediated detection of individuals illegally carrying firearms: combining psychological and technological approaches
Darker, Iain T., Kuo, Paul, Yang, Ming Yuan, Blechko, Anastassia, Grecos, Christos, Makris, Dimitrios, Nebel, Jean Christophe and Gale, Alastair G.(2009). [Published]
Detection and annotation of ligand binding sites based on atomic descriptors
Nebel, Jean-Christophe(2009). [Published]
Exploiting human bipedal motion constraints for 3D pose recovery from a single uncalibrated camera
Kuo, Paul, Ammar, Thibault, Lewandowski, Michal, Makris, Dimitrios and Nebel, Jean-Christophe(2009). [Published]
Poster: Structure prediction of a protein channel based on probabilistic formal grammars and the continuous ion flow model
Dyrka, Witold, Nebel, Jean-Christophe and Kotulska, Margaret(2008). [Published]
PROTOPOLO: PROtein complex TOPOLOgy database
Nebel, Jean-Christophe, Weheliye, Isakh and Deivachandran, Jeyaram(2008). [Published]
Tracking human body parts using particle filters constrained by human biomechanics
Makris, D., Orrite, C., Martínez, J. and Nebel, J.-C.(2008). [Published]
Fractal dimension and wavelet decomposition for robust microarray data clustering
Istepanian, Robert S.H., Sungoor, Ala and Nebel, Jean Christophe(2008). [Published]
Camera auto-calibration from articulated motion
Kuo, Paul, Nebel, Jean Christophe and Makris, Dimitrios(2007). [Published]
Linear predictive coding and wavelet decomposition for robust microarray data clustering
Istepanian, Robert S.H., Sungoor, Ala and Nebel, Jean Christophe(2007). [Published]
Linear predictive coding for enhanced microarray data clustering
Istepanian, Robert S.H., Sungoor, Ala and Nebel, Jean Christophe(2007). [Published]
Probabilistic context-free grammar for the detection of binding sites from a protein sequence
Dyrka, Witold and Nebel, Jean-Christophe(2007). [Published]
Description and comparison of protein quaternary structures
Akbary-Gasany, Majid and Nebel, Jean-Christophe(2006). [Published]
Generation of 3D templates of active sites of proteins with rigid prosthetic groups
Nebel, Jean-Christophe(2005). [Published]
Modelling of P450 active site based on Consensus 3D structures
Nebel, J.-C.(2005). [Published]
V-Man generation for 3-D real time animation
Nebel, Jean-Christophe, Sibiryakov, Alexander and Ju, Xiangyang(2003). [Published]
Range flow from stereo-temporal matching: application to skinning
Nebel, J.-C. and Sibiryakov, A.(2002). [Published]
Study of the breathing pattern based on 4D data collected by a dynamic 3D body scanner
Benton, Lisa and Nebel, Jean-Christophe(2002). [Published]
Stroboscopic stereo rangefinder
Nebel, J. C., Rodriguez-Miguel, F. J. and Cockshott, W. P.(2001). [Published]
Soft tissue modeling from 3D scanned data
Nebel, Jean-Christophe(2000). [Published]
Keyframe animation of articulated figures using autocollision-free interpolation
Nebel, J.-C.(1999). [Published]
Collaborative animation over the network
Faure, E., Faisstnauer, C., Hesina, G, Aubel, A., Escher, M., Labrosse, F., Nebel, J-C and Gascuel, J.-D.(1999). [Published]
A new parallel algorithm provided by a numerical model
Nebel, J.-C.(1998). [Published]
A concurrent dataflow algorithm for ray tracing
Nebel, J.(1998). [Published]
Developpement de techniques de lancer de rayon dans des geometries 3D adaptees aux machines massivement paralleles
Nebel, Jean-Christophe (1997), PhD thesis [Accepted/In press]
Gallery of work
Our discovery of how humans experience the smell of death may one day help save lives
DNA techniques could transform facial recognition technology
We created the first AI-powered solar electricity backup system for houses in sub-Saharan Africa
Expertise in the following SDGs: 1, 3, 4, 5, 7, 9, 11, 12, 13 & 15
UN's Sustainable Development Goals (SDGs): https://sdgs.un.org/goals