Theocharis Theocharides

Orcid: 0000-0001-7222-9152

Affiliations:
  • University of Cyprus, Nicosia, Cyprus


According to our database1, Theocharis Theocharides authored at least 135 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
DATE 2024: Consolidating the New Conference Format.
IEEE Des. Test, October, 2024

Introduction to the Special Issue on tinyML.
ACM Trans. Embed. Comput. Syst., May, 2024

An optimization framework for task allocation in the edge/hub/cloud paradigm.
Future Gener. Comput. Syst., 2024

Optimal Multi-Constrained Workflow Scheduling for Cyber-Physical Systems in the Edge-Cloud Continuum.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Distributed Search Planning in 3-D Environments With a Dynamically Varying Number of Agents.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Robustness of Artificial Neural Networks Based on Weight Alterations Used for Prediction Purposes.
Algorithms, July, 2023

Integrated Guidance and Gimbal Control for Coverage Planning With Visibility Constraints.
IEEE Trans. Aerosp. Electron. Syst., April, 2023

Machine Learning for Emergency Management: A Survey and Future Outlook.
Proc. IEEE, 2023

Unscented Optimal Control for 3D Coverage Planning with an Autonomous UAV Agent.
CoRR, 2023

UAV-based Receding Horizon Control for 3D Inspection Planning.
CoRR, 2023

3D Trajectory Planning for UAV-based Search Missions: An Integrated Assessment and Search Planning Approach.
CoRR, 2023

A Cooperative Multi-Agent Probabilistic Framework for Search and Track Missions.
CoRR, 2023

Probabilistic Search and Track with Multiple Mobile Agents.
CoRR, 2023

Joint Estimation and Control for Multi-Target Passive Monitoring with an Autonomous UAV Agent.
Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

Introducing Convolutional Channel-wise Goodness in Forward-Forward Learning.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

Cooperative Receding Horizon 3D Coverage Control with a Team of Networked Aerial Agents.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery.
Proceedings of the Computer Analysis of Images and Patterns, 2023

2022
Introduction to the Special Issue on Accelerating AI on the Edge - Part 2.
ACM Trans. Embed. Comput. Syst., November, 2022

Introduction to the Special Issue on Accelerating AI on the Edge - Part 1.
ACM Trans. Embed. Comput. Syst., September, 2022

Quantitative and Qualitative Assessment of Indoor Exploration Algorithms for Autonomous UAVs.
CoRR, 2022

A real-world data collection framework for a fused dataset creation for joint human and remotely operated vehicle monitoring and anomalous command detection.
CAAI Trans. Intell. Technol., 2022

AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-based Road Traffic Monitoring.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Towards a Fully Autonomous UAV Controller for Moving Platform Detection and Landing.
Proceedings of the 35th International Conference on VLSI Design and 2022 21st International Conference on Embedded Systems, 2022

UAV Autonomous Indoor Exploration and Mapping for SAR Missions: Reflections from the ICUAS 2022 Competition.
Proceedings of the 19th International Conference on Ubiquitous Robots, 2022

SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities.
Proceedings of the Model-Based Safety and Assessment - 8th International Symposium, 2022

A Multi-label Time Series Classification Approach for Non-intrusive Water End-Use Monitoring.
Proceedings of the Artificial Intelligence Applications and Innovations, 2022


Integrated Ray-Tracing and Coverage Planning Control using Reinforcement Learning.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
A Cooperative Multiagent Probabilistic Framework for Search and Track Missions.
IEEE Trans. Control. Netw. Syst., 2021

Towards Automated 3D Search Planning for Emergency Response Missions.
J. Intell. Robotic Syst., 2021

TTTC Newsletter Jan Feb 2021.
IEEE Des. Test, 2021

DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

Fine-Grained Vulnerability Analysis of Resource Constrained Neural Inference Accelerators.
Proceedings of the 36th IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2021

TinyML: Current Progress, Research Challenges, and Future Roadmap.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020
Jointly-Optimized Searching and Tracking with Random Finite Sets.
IEEE Trans. Mob. Comput., 2020

EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Correction to: A novel FPGA-based test-bench framework for SDI stream verification.
EURASIP J. Image Video Process., 2020

A novel FPGA-based test-bench framework for SDI stream verification.
EURASIP J. Image Video Process., 2020

Guest Editorial: Robust Resource-Constrained Systems for Machine Learning.
IEEE Des. Test, 2020

TTTC Newsletter.
IEEE Des. Test, 2020

Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead.
IEEE Des. Test, 2020

Extracting the fundamental diagram from aerial footage.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Towards Artificial-Intelligence-Based Cybersecurity for Robustifying Automated Driving Systems Against Camera Sensor Attacks.
Proceedings of the 2020 IEEE Computer Society Annual Symposium on VLSI, 2020

Cost-Effective Time-Redundancy Based Optimal Task Allocation for the Edge-Hub-Cloud Systems.
Proceedings of the 2020 IEEE Computer Society Annual Symposium on VLSI, 2020

IRES Program in Sensors and Machine Learning for Energy Systems.
Proceedings of the 11th International Conference on Information, 2020

Operation and Topology Aware Fast Differentiable Architecture Search.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Efficient Embedded Deep Neural-Network-based Object Detection Via Joint Quantization and Tiling.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019
Unmanned Aerial Vehicles in Consumer Applications: New Applications in Current and Future Smart Environments.
IEEE Consumer Electron. Mag., 2019

Towards an Embedded and Real-Time Joint Human-Machine Monitoring Framework: Dataset optimization Techniques for Anomaly Detection.
Proceedings of the 27th IFIP/IEEE International Conference on Very Large Scale Integration, 2019

Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges.
Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

Reliability-Aware Task Allocation Latency Optimization in Edge Computing.
Proceedings of the 25th IEEE International Symposium on On-Line Testing and Robust System Design, 2019

SWIFTERS: A Multi-UAV Platform for Disaster Management.
Proceedings of the 5th International Conference on Information and Communication Technologies for Disaster Management, 2019

EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

Building Robust Machine Learning Systems: Current Progress, Research Challenges, and Opportunities.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Metis: Optimal Task Allocation Framework for the Edge/Hub/Cloud Paradigm.
Proceedings of the International Conference on Omni-Layer Intelligent Systems, 2019

Decentralized Search and Track with Multiple Autonomous Agents.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018
Optimizing the Detection Performance of Smart Camera Networks Through a Probabilistic Image-Based Model.
IEEE Trans. Circuits Syst. Video Technol., 2018

Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications.
Int. J. Parallel Program., 2018

Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

Optimized vision-directed deployment of UAVs for rapid traffic monitoring.
Proceedings of the IEEE International Conference on Consumer Electronics, 2018

DroNet: Efficient convolutional neural network detector for real-time UAV applications.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Edge Intelligence: Challenges and Opportunities of Near-Sensor Machine Learning Applications.
Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

2017
A Design Space Exploration Framework for ANN-Based Fault Detection in Hardware Systems.
J. Electr. Comput. Eng., 2017

TTTC News.
IEEE Des. Test, 2017

Intelligent embedded and real-time ANN-based motor control for multi-rotor unmanned aircraft systems.
Proceedings of the 2017 IFIP/IEEE International Conference on Very Large Scale Integration, 2017

Optimizing Multi-Target Detection in Stochastic Environments with Active Smart Camera Networks.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

Estimation of pulse rate from ambulatory PPG using ensemble empirical mode decomposition and adaptive thresholding.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines.
IEEE Trans. Neural Networks Learn. Syst., 2016

A Low-Cost Real-Time Embedded Stereo Vision System for Accurate Disparity Estimation Based on Guided Image Filtering.
IEEE Trans. Computers, 2016

A Holistic Approach Towards Intelligent Hotspot Prevention in Network-on-Chip-Based Multicores.
IEEE Trans. Computers, 2016

Accelerating object detection via a visual-feature-directed search cascade: algorithm and field programmable gate array implementation.
J. Electronic Imaging, 2016

Adaptive Energy-Oriented Multitask Allocation in Smart Camera Networks.
IEEE Embed. Syst. Lett., 2016

Test Technology TC Newsletter.
IEEE Des. Test, 2016

Towards Improving the Detection Performance in Collaborative Visual Sensor Networks.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Emulation-based hierarchical fault-injection framework for coarse-to-fine vulnerability analysis of hardware-accelerated approximate algorithms.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015
A Hardware-Efficient Architecture for Accurate Real-Time Disparity Map Estimation.
ACM Trans. Embed. Comput. Syst., 2015

Distributed adaptive task allocation for energy conservation in camera sensor networks.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

Accelerating FPGA-based object detection via a visual information extraction cascade.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

A camera uncertainty model for collaborative visual sensor network applications.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

Cooperative fault-tolerant target tracking in Camera Sensor Networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

In-field vulnerability analysis of hardware-accelerated computer vision applications.
Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

Real-Time Obstacle Avoidance for Mobile Robots via Stereoscopic Vision Using Reconfigurable Hardware (Abstract Only).
Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015

Fault-tolerant tracking of multiple targets in collaborative Camera Networks.
Proceedings of the 14th European Control Conference, 2015

GPU technology as a platform for accelerating physiological systems modeling based on Laguerre-Volterra networks.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A high performance hardware architecture for portable, low-power retinal vessel segmentation.
Integr., 2014

Reconfiguring the Bioinformatics Computational Spectrum: Challenges and Opportunities of FPGA-Based Bioinformatics Acceleration Platforms.
IEEE Des. Test, 2014

High-quality real-time hardware stereo matching based on guided image filtering.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013
A hardware architecture for real-time object detection using depth and edge information.
ACM Trans. Embed. Comput. Syst., 2013

Edge-Directed Hardware Architecture for Real-Time Disparity Map Computation.
IEEE Trans. Computers, 2013

FPGA-based hardware acceleration for local complexity analysis of massive genomic data.
Integr., 2013

An embedded hardware-efficient architecture for real-time cascade Support Vector Machine classification.
Proceedings of the 2013 International Conference on Embedded Computer Systems: Architectures, 2013

A laboratory course on 3D vision for robotic applications.
Proceedings of the 2013 IEEE International Conference on Microelectronic Systems Education, 2013

A hardware-efficient architecture for embedded real-time cascaded support vector machines classification.
Proceedings of the Great Lakes Symposium on VLSI 2013 (part of ECRC), 2013

Hardware acceleration of retinal blood vasculature segmentation.
Proceedings of the Great Lakes Symposium on VLSI 2013 (part of ECRC), 2013

FPGA-based acceleration of cascaded support vector machines for embedded applications (abstract only).
Proceedings of the 2013 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2013

GPU technology as a platform for accelerating local complexity analysis of protein sequences.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Hardware Design Considerations for Edge-Accelerated Stereo Correspondence Algorithms.
VLSI Design, 2012

FPGA-Based Laboratory Assignments for NoC-Based Manycore Systems.
IEEE Trans. Educ., 2012

Intelligent Hotspot Prediction for Network-on-Chip-Based Multicore Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012

A Parallel Hardware Architecture for Real-Time Object Detection with Support Vector Machines.
IEEE Trans. Computers, 2012

Intelligent On/Off Dynamic Link Management for On-Chip Networks.
J. Electr. Comput. Eng., 2012

HPRA: A pro-active Hotspot-Preventive high-performance routing algorithm for Networks-on-Chips.
Proceedings of the 30th International IEEE Conference on Computer Design, 2012

Towards systolic hardware acceleration for local complexity analysis of massive genomic data.
Proceedings of the Great Lakes Symposium on VLSI 2012, 2012

Towards accurate hardware stereo correspondence: A real-time FPGA implementation of a segmentation-based adaptive support weight algorithm.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Opportunities from the use of FPGAs as platforms for bioinformatics algorithms.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2011
A Flexible Parallel Hardware Architecture for AdaBoost-Based Real-Time Object Detection.
IEEE Trans. Very Large Scale Integr. Syst., 2011

An MPSoC-Based QAM Modulation Architecture with Run-Time Load-Balancing.
EURASIP J. Embed. Syst., 2011

Intelligent On/Off Link Management for On-chip Networks.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2011

Towards optimal CMOS lifetime via unified reliability modeling and multi-objective optimization.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

FPGA-Accelerated Object Detection Using Edge Information.
Proceedings of the International Conference on Field Programmable Logic and Applications, 2011

Depth-directed hardware object detection.
Proceedings of the Design, Automation and Test in Europe, 2011

2010
Hardware-Enabled Dynamic Resource Allocation for Manycore Systems Using Bidding-Based System Feedback.
EURASIP J. Embed. Syst., 2010

A reconfigurable MPSoC-based QAM modulation architecture.
Proceedings of the 18th IEEE/IFIP VLSI-SoC 2010, 2010

Intelligent NOC Hotspot Prediction.
Proceedings of the VLSI 2010 Annual Symposium - Selected papers, 2010

An Artificial Neural Network-Based Hotspot Prediction Mechanism for NoCs.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2010

Towards hardware stereoscopic 3D reconstruction a real-time FPGA computation of the disparity map.
Proceedings of the Design, Automation and Test in Europe, 2010

2009
SCoPE: Towards a Systolic Array for SVM Object Detection.
IEEE Embed. Syst. Lett., 2009

FPGA-based NoC-driven sequence of lab assignments for manycore systems.
Proceedings of the IEEE International Conference on Microelectronic Systems Education, 2009

Towards embedded runtime system level optimization for MPSoCs: on-chip task allocation.
Proceedings of the 19th ACM Great Lakes Symposium on VLSI 2009, 2009

2008
A Novel System-Level On-Chip Resource Allocation Method for Manycore Architectures.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2008

2006
A Parallel Architecture for Hardware Face Detection.
Proceedings of the 2006 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2006), 2006

2005
Analysis of Error Recovery Schemes for Networks on Chips.
IEEE Des. Test Comput., 2005

Networks on Chip (NoC): Interconnects of Next Generation Systems on Chip.
Adv. Comput., 2005

Implementing LDPC Decoding on Network-on-Chip.
Proceedings of the 18th International Conference on VLSI Design (VLSI Design 2005), 2005

Thermal-Aware Floorplanning Using Genetic Algorithms.
Proceedings of the 6th International Symposium on Quality of Electronic Design (ISQED 2005), 2005

A low latency router supporting adaptivity for on-chip interconnects.
Proceedings of the 42nd Design Automation Conference, 2005

2004
Embedded Hardware Face Detection.
Proceedings of the 17th International Conference on VLSI Design (VLSI Design 2004), 2004

ChipPower: an architecture-level leakage simulator.
Proceedings of the Proceedings 2004 IEEE International SOC Conference, 2004

A generic reconfigurable neural network architecture as a network on chip.
Proceedings of the Proceedings 2004 IEEE International SOC Conference, 2004

Power-efficient implementation of turbo decoder in SDR system.
Proceedings of the Proceedings 2004 IEEE International SOC Conference, 2004

Evaluating Alternative Implementations for LDPC Decoder Check Node Function.
Proceedings of the 2004 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2004), 2004

Thermal-Aware IP Virtualization and Placement for Networks-on-Chip Architecture.
Proceedings of the 22nd IEEE International Conference on Computer Design: VLSI in Computers & Processors (ICCD 2004), 2004


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