Browsing by Author "Theocharides, Theocharis"
Now showing items 1-20 of 105
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Accelerating FPGA-based object detection via a visual information extraction cascade
Kyrkou, C.; Theocharides, Theocharis (2015)
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Accelerating object detection via a visual-feature-directed search cascade: Algorithm and field programmable gate array implementation
Kyrkou, C.; Theocharides, Theocharis (2016)
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Adaptive Energy-Oriented Multitask Allocation in Smart Camera Networks
Kyrkou, C.; Laoudias, C.; Theocharides, Theocharis; Panayiotou, Christos G.; Polycarpou, Marios M. (2016)
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Analysis of error recovery schemes for networks on chips
Murali, S.; Theocharides, Theocharis; Vijaykrishnan, N.; Irwin, M. J.; Benini, L.; De Micheli, G. (2005)
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An artificial neural network-based hotspot prediction mechanism for NoCs
Kakoullit, E.; Soteriou, V.; Theocharides, Theocharis (2010)
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Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications
Kyrkou, C.; Theocharides, Theocharis; Bouganis, C.-S.; Polycarpou, Marios M. (2018)Support Vector Machines (SVMs) are considered as a state-of-the-art classification algorithm capable of high accuracy rates for a different range of applications. When arranged in a cascade structure, SVMs can efficiently ...
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Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications
Kyrkou, C.; Theocharides, Theocharis; Bouganis, C. -S; Polycarpou, Marios M. (2017)
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Building Robust Machine Learning Systems: Current Progress, Research Challenges, and Opportunities
Zhang, Jeff Jun; Liu, Kang; Khalid, Faiq; Hanif, Muhammad Abdullah; Rehman, Semeen; Theocharides, Theocharis; Artussi, Alessandro; Shafique, Muhammad; Garg, Siddharth (ACM, 2019)Machine learning, in particular deep learning, is being used in almost all the aspects of life to facilitate humans, specifically in mobile and Internet of Things (IoT)-based applications. Due to its state-of-the-art ...
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A C++ Simulator for Evaluating NoC Communication Backbones
Ttofis, Christos; Theocharides, Theocharis (2009)
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A camera uncertainty model for collaborative Visual Sensor Network applications
Kyrkou, C.; Christoforou, E.; Theocharides, Theocharis; Panayiotou, Christos G.; Polycarpou, Marios M. (2015)
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ChipPower: An architecture-level leakage simulator
Tsai, Y. -F; Ankadi, A. H.; Vijaykrishnan, N.; Irwin, M. J.; Theocharides, Theocharis (2004)
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Cooperative fault-tolerant target tracking in Camera Sensor Networks
Laoudias, C.; Tsangaridis, P.; Polycarpou, Marios M.; Panayiotou, Christos G.; Kyrkou, C.; Theocharides, Theocharis (2015)
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Cross-correlation-based image matching of coins
Gavrijaševa, A.; Molder, A.; Märtens, O.; Kyrkou, C.; Theocharides, Theocharis (2012)
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Decentralized Search and Track with Multiple Autonomous Agents
Papaioannou, Savvas; Kolios, Panayiotis; Theocharides, Theocharis; Panayiotou, Christos G.; Polycarpou, Marios M. (2019)In this paper we study the problem of cooperative searching and tracking (SAT) of multiple moving targets with a group of autonomous mobile agents that exhibit limited sensing capabilities. We assume that the actual number ...
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Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges
Marchisio, Alberto; Hanif, Muhammad Abdullah; Khalid, Faiq; Plastiras, George; Kyrkou, Christos; Theocharides, Theocharis; Shafique, Muhammad (2019)In the Machine Learning era, Deep Neural Networks (DNNs) have taken the spotlight, due to their unmatchable performance in several applications, such as image processing, computer vision, and natural language processing. ...
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Depth-directed hardware object detection
Kyrkou, C.; Ttofis, C.; Theocharides, Theocharis (2011)
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A Design Space Exploration Framework for ANN-Based Fault Detection in Hardware Systems
Savva, Andreas,G.; Theocharides, Theocharis; Nicopoulos, Chrysostomos A. (2017)
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Distributed adaptive task allocation for energy conservation in Camera Sensor Networks
Kyrkou, C.; Theocharides, Theocharis; Panayiotou, Christos G.; Polycarpou, Marios M. (2015)
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Drones: Augmenting Our Quality of Life
Kyrkou, Christos; Timotheou, Stelios; Kolios, Panayiotis; Theocharides, Theocharis; Panayiotou, Christos (2019)Drone technology that has the potential to disrupt and augment our quality of life is swiftly evolving. Drones are rapidly growing in popularity and are used in various applications, such as agriculture, emergency response, ...
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DroNet: Efficient convolutional neural network detector for real-time UAV applications
Kyrkou, Christos; Plastiras, George; Theocharides, Theocharis; Venieris, Stylianos I.; Bouganis, Christos-Savvas (2018)Unmanned Aerial Vehicles (drones) are emerging as a promising technology for both environmental and infrastructure monitoring, with broad use in a plethora of applications. Many such applications require the use of computer ...