Ahmed Nabil Belbachir

97 papers A* 1A 2B 5C 6Journal 37Unranked 46

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	COGNIMAN Digital Twin Architecture for Flexible Manufacturing. J. Intell. Manuf. Assia Belbachir, Antonio M. Ortiz, Ahmed Nabil Belbachir, Wissam Mallouli, An Ngoc Lam, Akhilesh Kumar Srivastava, Martin Hemmer
2026	J	`jnl`	Uncertainty-Aware Drone Swarm Disruption for Threat Mitigation. IEEE Internet Things J. Noor Ullah, Youcef Djenouri, Tomasz P. Michalak, Ahmed Nabil Belbachir, Gautam Srivastava
2025	J	`jnl`	A Knowledge-Enhanced Object Detection for Sustainable Agriculture. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Asma Belhadi, Gautam Srivastava
2025	J	`jnl`	Advancing Point Cloud Perception: A Focus on People Detection. SN Comput. Sci. Assia Belbachir, Antonio M. Ortiz, Atle Aalerud, Ahmed Nabil Belbachir
2025	J	`jnl`	Closer to Ground Truth: Realistic Shape and Appearance Labeled Data Generation for Unsupervised Underwater Image Segmentation. CoRR Andrei Jelea, Ahmed Nabil Belbachir, Marius Leordeanu
2025	J	`jnl`	Game-Theoretic Consensus Deep Learning for Adaptive Flood Prediction in Digital Twin Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Youcef Djenouri, Michal Tomasz Godziszewski, Fabio A. A. Andrade, Gautam Srivastava, Ahmed Nabil Belbachir, Aniello Murano
2025	J	`jnl`	Knowledge Guided Visual Transformers for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Gautam Srivastava
2025	A	`conf`	Learning Graph Representation of Agent Diffusers. AAMAS Youcef Djenouri, Nassim Belmecheri, Tomasz P. Michalak, Jan Dubinski, Ahmed Nabil Belbachir, Anis Yazidi
2025	J	`jnl`	Learning Graph Representation of Agent Diffusers. CoRR Youcef Djenouri, Nassim Belmecheri, Tomasz P. Michalak, Jan Dubinski, Ahmed Nabil Belbachir, Anis Yazidi
2025	J	`jnl`	Learning from Random Subspace Exploration: Generalized Test-Time Augmentation with Self-supervised Distillation. CoRR Andrei Jelea, Ahmed Nabil Belbachir, Marius Leordeanu
2025	J	`jnl`	Leveraging Lightweight Generators for Memory Efficient Continual Learning. CoRR Christiaan Lamers, Ahmed Nabil Belbachir, Thomas Bäck, Niki van Stein
2025	—	`conf`	LightPrune: Latency-Aware Structured Pruning for Efficient Deep Inference on Embedded Devices. ICCVW Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir
2025	—	`conf`	Multi-subspace SVD Generators for Continual Learning. IJCCI (3) Christiaan Lamers, Ahmed Nabil Belbachir, Thomas Bäck, Niki van Stein
2025	J	`jnl`	Next-Gen Metaverse Security Through Intrusion Detection Enhanced by Transformers and GANs. IEEE Internet Things J. Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Tomasz P. Michalak, Gautam Srivastava
2025	J	`jnl`	Online deep learning's role in conquering the challenges of streaming data: a survey. Knowl. Inf. Syst. Muhammad Sulaiman, Mina Farmanbar, Shingo Kagami, Ahmed Nabil Belbachir, Chunming Rong
2025	J	`jnl`	Outdoor Warehouse Management: UAS-Driven Precision Tracking of Stacked Steel Bars. SN Comput. Sci. Assia Belbachir, Antonio M. Ortiz, Erik T. Hauge, Ahmed Nabil Belbachir, Giusy Bonanno, Emanuele Ciccia, Giorgio Felline
2025	—	`conf`	Safety-Centric Monitoring of Structural Configurations in Outdoor Warehouse Using an UAV. ICINCO (2) Assia Belbachir, Antonio M. Ortiz, Ahmed Nabil Belbachir, Emanuele Ciccia
2025	A	`conf`	Shapley Consensus Deep Learning for Ensemble Pruning. WACV Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Nassim Belmecheri, Tomasz P. Michalak
2025	B	`conf`	Shared Knowledge Base for Multi Deep Learning in Defect Detection. IJCNN Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Ahmed Nabil Belbachir, Alberto Cano
2024	J	`jnl`	A Federated Convolution Transformer for Fake News Detection. IEEE Trans. Big Data Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Gautam Srivastava
2024	J	`jnl`	Building Precision: Efficient Encoder-Decoder Networks for Remote Sensing Based on Aerial RGB and LiDAR Data. IEEE Access Muhammad Sulaiman, Erik Finnesand, Mina Farmanbar, Ahmed Nabil Belbachir, Chunming Rong
2024	—	`conf`	Closer to Ground Truth: Realistic Shape and Appearance Labeled Data Generation for Unsupervised Underwater Image Segmentation. ECCV Workshops (9) Andrei Jelea, Ahmed Nabil Belbachir, Marius Leordeanu
2024	—	`conf`	Drone Technology for Efficient Warehouse Product Localization. ICINCO (2) Assia Belbachir, Antonio M. Ortiz, Erik T. Hauge, Ahmed Nabil Belbachir, Giusy Bonanno, Emanuele Ciccia, Giorgio Felline
2024	J	`jnl`	Enhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles. Eng. Appl. Artif. Intell. Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Asma Belhadi, Gautam Srivastava
2024	J	`jnl`	Genetic Algorithm Empowering Unsupervised Learning for Optimizing Building Segmentation from Light Detection and Ranging Point Clouds. Remote. Sens. Muhammad Sulaiman, Mina Farmanbar, Ahmed Nabil Belbachir, Chunming Rong
2024	—	`conf`	Neurosymbolic Visual Transform Based on Logic Tensor Network for Defect Detection. ECCV Workshops (4) Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Tomasz P. Michalak
2024	—	`conf`	Revolutionizing Personal Recommendations via Federated Contrastive Transformer Learning. IPDPS (Workshops) Youcef Djenouri, Fabio Augusto de Alcantara Andrade, Gautam Srivastava, Ahmed Nabil Belbachir
2024	—	`conf`	SINDIT: A Framework for Knowledge Graph-Based Digital Twins in Smart Manufacturing. IFIPIoT (2) An Ngoc Lam, Gøran Brekke Svaland, Miguel A. Barcelona, Shane Keaveney, Wissam Mallouli, Luong Nguyen, Assia Belbachir, Xiang Ma, Akhilesh Kumar Srivastava, Ahmed Nabil Belbachir
2024	J	`jnl`	Shapley visual transformers for image-to-text generation. Appl. Soft Comput. Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Gautam Srivastava
2024	J	`jnl`	Social Web in IoT: Can Evolutionary Computation and Clustering Improve Ontology Matching for Social Web of Things? IEEE Trans. Comput. Soc. Syst. Asma Belhadi, Djamel Djenouri, Youcef Djenouri, Ahmed Nabil Belbachir, Gautam Srivastava
2024	J	`jnl`	Spatio-temporal visual learning for home-based monitoring. Inf. Fusion Youcef Djenouri, Ahmed Nabil Belbachir, Alberto Cano, Asma Belhadi
2024	B	`conf`	Vision-based Spatiotemporal Learning for Human Activity Recognition. IJCNN Youcef Djenouri, Ahmed Nabil Belbachir, Gautam Srivastava, Alberto Cano
2023	—	`conf`	A Hybrid Visual Transformer for Efficient Deep Human Activity Recognition. ICCV (Workshops) Youcef Djenouri, Ahmed Nabil Belbachir
2023	J	`jnl`	Clustering-based Domain-Incremental Learning. CoRR Christiaan Lamers, René Vidal, Ahmed Nabil Belbachir, Niki van Stein, Thomas Bäck, Paris Giampouras
2023	B	`conf`	Empowering Urban Connectivity in Smart Cities using Federated Intrusion Detection. DSAA Youcef Djenouri, Ahmed Nabil Belbachir
2023	—	`conf`	From Point Cloud Perception Toward People Detection. ICINCO (1) Assia Belbachir, Antonio M. Ortiz, Atle Aalerud, Ahmed Nabil Belbachir
2023	—	`conf`	Knowledge Guided Deep Learning for General-Purpose Computer Vision Applications. CAIP (1) Youcef Djenouri, Ahmed Nabil Belbachir, Rutvij H. Jhaveri, Djamel Djenouri
2023	J	`jnl`	Multi-Task Hypergraphs for Semi-supervised Learning using Earth Observations. CoRR Mihai Cristian Pîrvu, Alina Marcu, Alexandra Dobrescu, Ahmed Nabil Belbachir, Marius Leordeanu
2023	J	`jnl`	Precision in Building Extraction: Comparing Shallow and Deep Models using LiDAR Data. CoRR Muhammad Sulaiman, Mina Farmanbar, Ahmed Nabil Belbachir, Chunming Rong
2023	J	`jnl`	Self-supervised Hypergraphs for Learning Multiple World Interpretations. CoRR Alina Marcu, Mihai Cristian Pîrvu, Dragos Costea, Emanuela Haller, Emil Slusanschi, Ahmed Nabil Belbachir, Rahul Sukthankar, Marius Leordeanu
2023	—	`conf`	Shapley Deep Learning: A Consensus for General-Purpose Vision Systems. ICCV (Workshops) Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Anis Yazidi
2022	J	`jnl`	Saliency Can Be All You Need In Contrastive Self-Supervised Learning. CoRR Veysel Kocaman, Ofer M. Shir, Thomas Bäck, Ahmed Nabil Belbachir
2022	—	`conf`	Saliency Can Be All You Need in Contrastive Self-supervised Learning. ISVC (2) Veysel Kocaman, Ofer M. Shir, Thomas Bäck, Ahmed Nabil Belbachir
2022	J	`jnl`	The Vision of Self-Evolving Computing Systems. CoRR Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir
2022	J	`jnl`	The vision of self-evolving computing systems. J. Integr. Des. Process. Sci. Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir
2021	J	`jnl`	Lifelong Computing. CoRR Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir
2018	J	`jnl`	Guest Editorial: Special Issue on Embedded Computer Vision. J. Signal Process. Syst. Stefano Mattoccia, Branislav Kisacanin, Margrit Gelautz, Sek M. Chai, Ahmed Nabil Belbachir, Goksel Dedeoglu, Fridtjof Stein
2018	B	`conf`	Real-time Vehicle Localization and Tracking Using Monocular Panomorph Panoramic Vision. ICPR B. Akdemir, Ahmed Nabil Belbachir, L. M. Svendsen
2017	—	`conf`	Improved Cooperative Stereo Matching for Dynamic Vision Sensors with Ground Truth Evaluation. CVPR Workshops Ewa Piatkowska, Jürgen Kogler, Ahmed Nabil Belbachir, Margrit Gelautz
2016	J	`jnl`	An Event-Driven Stereo System for Real-Time 3-D 360° Panoramic Vision. IEEE Trans. Ind. Electron. Stephan Schraml, Ahmed Nabil Belbachir, Horst Bischof
2015	A*	`conf`	Event-driven stereo matching for real-time 3D panoramic vision. CVPR Stephan Schraml, Ahmed Nabil Belbachir, Horst Bischof
2014	—	`conf`	A Novel HDR Depth Camera for Real-Time 3D 360° Panoramic Vision. CVPR Workshops Ahmed Nabil Belbachir, Stephan Schraml, Manfred Mayerhofer, Michael Hofstätter
2014	—	`conf`	Braille Vision Using Braille Display and Bio-inspired Camera. CSEDU (3) Roman Graf, Ross King, Ahmed Nabil Belbachir
2013	—	`conf`	Asynchronous Stereo Vision for Event-Driven Dynamic Stereo Sensor Using an Adaptive Cooperative Approach. ICCV Workshops Ewa Piatkowska, Ahmed Nabil Belbachir, Margrit Gelautz
2013	C	`conf`	Quality control of real-time panoramic views from the smart camera 360SCAN. ISCAS Roman Graf, Ahmed Nabil Belbachir, Ross King, Manfred Mayerhofer
2012	—	`conf`	360SCAN: High-speed rotating line sensor for real-time 360ß panoramic vision. ICDSC Ahmed Nabil Belbachir, Manfred Mayerhofer, Daniel Matolin, J. Colineau
2012	C	`conf`	CARE: A dynamic stereo vision sensor system for fall detection. ISCAS Ahmed Nabil Belbachir, Martin Litzenberger, Stephan Schraml, Michael Hofstätter, Michael D. Bauer, Peter Schön, Martin Humenberger, Christoph Sulzbachner, Tommi Lunden, M. Merne
2012	—	`conf`	Density-based rare event detection from streams of neuromorphic sensor data. ICDSC Csaba Beleznai, Ahmed Nabil Belbachir, Peter M. Roth
2012	—	`conf`	Embedded fall detection with a neural network and bio-inspired stereo vision. CVPR Workshops Martin Humenberger, Stephan Schraml, Christoph Sulzbachner, Ahmed Nabil Belbachir, Ágoston Srp, Ferenc Vajda
2012	C	`conf`	Event-driven body motion analysis for real-time gesture recognition. ISCAS Bernhard Kohn, Ahmed Nabil Belbachir, Thomas Hahn, Hannes Kaufmann
2012	—	`conf`	Event-driven embodied system for feature extraction and object recognition in robotic applications. CVPR Workshops Georg Wiesmann, Stephan Schraml, Martin Litzenberger, Ahmed Nabil Belbachir, Michael Hofstätter, Chiara Bartolozzi
2012	C	`conf`	Real-time 360° panoramic views using BiCa360, the fast rotating dynamic vision sensor to up to 10 rotations per Sec. ISCAS Ahmed Nabil Belbachir, Manfred Mayerhofer, Daniel Matolin, J. Colineau
2012	—	`conf`	Real-time body motion analysis for dance pattern recognition. CVPR Workshops Bernhard Kohn, Aneta Nowakowska, Ahmed Nabil Belbachir
2012	—	`conf`	Real-time gesture recognition using bio inspired 3D vision sensor. CVPR Workshops Bernhard Kohn, Ahmed Nabil Belbachir, Aneta Nowakowska
2012	—	`conf`	Spatiotemporal multiple persons tracking using Dynamic Vision Sensor. CVPR Workshops Ewa Piatkowska, Ahmed Nabil Belbachir, Stephan Schraml, Margrit Gelautz
2011	—	`conf`	Event-driven feature analysis in a 4D spatiotemporal representation for ambient assisted living. ICCV Workshops Ahmed Nabil Belbachir, Aneta Nowakowska, Stephan Schraml, Georg Wiesmann, Robert Sablatnig
2011	—	`conf`	Event-driven stereo vision for fall detection. CVPR Workshops Ahmed Nabil Belbachir, Stephan Schraml, Aneta Nowakowska
2011	J	`jnl`	High-Speed Embedded-Object Analysis Using a Dual-Line Timed-Address-Event Temporal-Contrast Vision Sensor. IEEE Trans. Ind. Electron. Ahmed Nabil Belbachir, Michael Hofstätter, Martin Litzenberger, Peter Schön
2011	J	`jnl`	Smart Caring Cameras for Safe and Independent Living of the Elderly: A Non-Wearable Technology and Service for Fall Detection. ERCIM News Ahmed Nabil Belbachir, Ferenc Vajda, Tommi Lunden, Erwin Schoitsch
2010	—	`conf`	A neuromorphic smart camera for real-time 360°distortion-free panoramas. ICDSC Ahmed Nabil Belbachir, Roman P. Pflugfelder, Roman Gmeiner
2010	—	`conf`	A real-time pedestrian classification method for event-based dynamic stereo vision. CVPR Workshops Stephan Schraml, Ahmed Nabil Belbachir, Norbert Brändle
2010	—	`conf`	A spatio-temporal clustering method using real-time motion analysis on event-based 3D vision. CVPR Workshops Stephan Schraml, Ahmed Nabil Belbachir
2010	J	`jnl`	Ambient Assisted Living for ageing well - an overview. Elektrotech. Informationstechnik Ahmed Nabil Belbachir, Mario Drobics, Walter Marschitz
2010	J	`jnl`	Biologically-inspired stereo vision for elderly safety at home. Elektrotech. Informationstechnik Ahmed Nabil Belbachir, Tommi Lunden, Peter Hanák, Frank Markus, Martina Böttcher, Tuija Mannersola
2010	C	`conf`	Dynamic stereo vision system for real-time tracking. ISCAS Stephan Schraml, Ahmed Nabil Belbachir, Nenad Milosevic, Peter Schön
2010	C	`conf`	Live demonstration: Dynamic stereo vision system for real-time tracking. ISCAS Stephan Schraml, Ahmed Nabil Belbachir, Nenad Milosevic, Peter Schön
2010	—	`conf`	Real-time classification of pedestrians and cyclists for intelligent counting of non-motorized traffic. CVPR Workshops Ahmed Nabil Belbachir, Stephan Schraml, Norbert Brändle
2010	J	`jnl`	Silvergame - ein Projekt für soziale Integration und multimediale Interaktion älterer Menschen. Elektrotech. Informationstechnik Beate Seewald, Michael John, Joachim Senger, Ahmed Nabil Belbachir
2008	—	`conf`	Embedded contours extraction for high-speed scene dynamics based on a neuromorphic temporal contrast vision sensor. CVPR Workshops Ahmed Nabil Belbachir, Michael Hofstätter, Nenad Milosevic, Peter Schön
2008	—	`conf`	High-precision timestamping and ultra high-speed arbitration of transient pixels' events. ICECS Ahmed Nabil Belbachir, Michael Hofstätter, Karl Reisinger, Martin Litzenberger, Peter Schön
2007	—	`conf`	Automated Vehicle Velocity Estimation Using a Dual-Line Asynchronous Sensor. ITSC Ahmed Nabil Belbachir, Karl Reisinger, Gerhard Gritsch, Peter Schön, Heinrich Garn
2007	—	`conf`	Embedded Smart Camera for High Speed Vision. ICDSC Martin Litzenberger, Ahmed Nabil Belbachir, Peter Schön, Christoph Posch
2007	J	`jnl`	Embedded Vehicle Speed Estimation System Using an Asynchronous Temporal Contrast Vision Sensor. EURASIP J. Embed. Syst. Daniel Bauer, Ahmed Nabil Belbachir, Nikolaus Donath, Gerhard Gritsch, Bernhard Kohn, Martin Litzenberger, Christoph Posch, Peter Schön, Stephan Schraml
2007	—	`conf`	High-Speed Industrial Vision Applications Using an Embedded Smart Sensor System. ICECS Ahmed Nabil Belbachir, Karl Reisinger, Michael Hofstätter, Peter Schön
2007	—	`conf`	Vehicle Counting with an Embedded Traffic Data System using an Optical Transient Sensor. ITSC Martin Litzenberger, Bernhard Kohn, Gerhard Gritsch, Nikolaus Donath, Christoph Posch, Ahmed Nabil Belbachir, Heinrich Garn
2006	—	`conf`	A Study on the Influence of Image Dynamics and Noise on the JPEG 2000 Compression Performance for Medical Images. CVAMIA Peter Michael Goebel, Ahmed Nabil Belbachir, Michael Truppe
2006	—	`conf`	Estimation of Vehicle Speed Based on Asynchronous Data from a Silicon Retina Optical Sensor. ITSC Martin Litzenberger, Bernhard Kohn, Ahmed Nabil Belbachir, Nikolaus Donath, Gerhard Gritsch, Heinrich Garn, Christoph Posch, Stephan Schraml
2006	—	`conf`	Medical Image Compression: Study of the Influence of Noise on the JPEG 2000 Compression Performance. ICPR (3) Ahmed Nabil Belbachir, Peter Michael Goebel
2006	—	`conf`	Multiple Input Digital Arbiter with Timestamp Assignment for Asynchronous Sensor Arrays. ICECS Michael Hofstätter, Ahmed Nabil Belbachir, Ernst Bodenstorfer, Peter Schön
2005	B	`conf`	A comparative study of artificial neural network techniques for river stage forecasting. IJCNN Christian W. Dawson, Linda M. See, Robert J. Abrahart, Robert L. Wilby, Asaad Y. Shamseldin, François Anctil, Ahmed Nabil Belbachir, Gavin J. Bowden, Graeme C. Dandy, Nicolas Lauzon, Holger R. Maier
2005	—	`conf`	Background removal in dental panoramic X-ray images by the A-Trous multiresolution transform. ECCTD Peter Michael Goebel, Ahmed Nabil Belbachir, Michael Truppe
2005	—	`conf`	Blind Background Subtraction in Dental Panoramic X-Ray Images: An Application Approach. DAGM-Symposium Peter Michael Goebel, Ahmed Nabil Belbachir, Michael Truppe
2005	—	`conf`	Color Image Compression: Early Vision and the Multiresolution Representations. DAGM-Symposium Ahmed Nabil Belbachir, Peter Michael Goebel
2005	J	`jnl`	On-board Data Processing to Lower Bandwidth Requirements on an Infrared Astronomy Satellite: Case of Herschel-PACS Camera. EURASIP J. Adv. Signal Process. Ahmed Nabil Belbachir, Horst Bischof, Roland Ottensamer, Franz Kerschbaum, Christian Reimers
2004	—	`conf`	A Feasibility study of On-Board Data Compression for Infrared Cameras of Space Observatories. ICPR (1) Christian Reimers, Ahmed Nabil Belbachir, Horst Bischof, Roland Ottensamer, Diego A. Cesarsky, Helmut Feuchtgruber, Franz Kerschbaum, Albrecht Poglitsch
2004	—	`conf`	Reduced search space for the optimal design of linear phase FIR filter. EUSIPCO B. Boulerial, M. Faouzi Belbachir, Ahmed Nabil Belbachir
2000	—	`conf`	A new approach to finite wordlength coefficient fir digital filter design using the branch and bound technique. EUSIPCO Ahmed Nabil Belbachir, B. Boulerial, M. Faouzi Belbachir