Hamed Tabkhi
Orcid: 0000-0001-5420-1121
According to our database1,
Hamed Tabkhi
authored at least 95 papers
between 2008 and 2024.
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Bibliography
2024
IEEE Trans. Knowl. Data Eng., January, 2024
CoRR, 2024
Understanding the Transit Gap: A Comparative Study of On-Demand Bus Services and Urban Climate Resilience in South End, Charlotte, NC and Avondale, Chattanooga, TN.
CoRR, 2024
CoRR, 2024
OCT-SelfNet: A Self-Supervised Framework with Multi-Modal Datasets for Generalized and Robust Retinal Disease Detection.
CoRR, 2024
An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024
Real-Time Bus Arrival Prediction: A Deep Learning Approach for Enhanced Urban Mobility.
Proceedings of the 13th International Conference on Operations Research and Enterprise Systems, 2024
2023
Real-time online unsupervised domain adaptation for real-world person re-identification.
J. Real Time Image Process., December, 2023
Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things.
IEEE Internet Things J., September, 2023
Exploring Public's Perception of Safety and Video Surveillance Technology: A Survey Approach.
CoRR, 2023
Enhancing Situational Awareness in Surveillance: Leveraging Data Visualization Techniques for Machine Learning-based Video Analytics Outcomes.
CoRR, 2023
Integrating AI into CCTV Systems: A Comprehensive Evaluation of Smart Video Surveillance in Community Space.
CoRR, 2023
VegaEdge: Edge AI Confluence Anomaly Detection for Real-Time Highway IoT-Applications.
CoRR, 2023
VT-Former: A Transformer-based Vehicle Trajectory Prediction Approach For Intelligent Highway Transportation Systems.
CoRR, 2023
Towards Understanding the Benefits and Challenges of Demand Responsive Public Transit- A Case Study in the City of Charlotte, NC.
CoRR, 2023
A Novel Neural Network Approach for Predicting the Arrival Time of Buses for Smart On-Demand Public Transit.
CoRR, 2023
Real-World Community-in-the-Loop Smart Video Surveillance - A Case Study at a Community College.
CoRR, 2023
CoRR, 2023
Understanding Policy and Technical Aspects of AI-Enabled Smart Video Surveillance to Address Public Safety.
CoRR, 2023
Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023
Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023
Demonstration of Pishgu: Universal Path Prediction Network Architecture for Real-time Cyber-physical Edge Systems.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023
Pishgu: Universal Path Prediction Network Architecture for Real-time Cyber-physical Edge Systems.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023
2022
ACM Trans. Embed. Comput. Syst., September, 2022
IEEE Trans. Intell. Transp. Syst., 2022
Understanding Ethics, Privacy, and Regulations in Smart Video Surveillance for Public Safety.
CoRR, 2022
Pishgu: Universal Path Prediction Architecture through Graph Isomorphism and Attentive Convolution.
CoRR, 2022
A Comprehensive Survey of Graph-based Deep Learning Approaches for Anomaly Detection in Complex Distributed Systems.
CoRR, 2022
A Novel Fully Annotated Thermal Infrared Face Dataset: Recorded in Various Environment Conditions and Distances From The Camera.
CoRR, 2022
Machine Learning-Based Automated Thermal Comfort Prediction: Integration of Low-Cost Thermal and Visual Cameras for Higher Accuracy.
CoRR, 2022
Proceedings of the 1st Workshop on Middleware for the Edge, 2022
Proceedings of the Intelligent Systems and Applications, 2022
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022
The Influence Of Covid Related Ventilation Rate Changes On The Energy Consumption And Infection Probability Of The Buildings: Underfloor And Overhead Air Distribution Systems.
Proceedings of the Annual Modeling and Simulation Conference, 2022
2021
CoRR, 2021
CoRR, 2021
Toward AI-enabled augmented reality to enhance the safety of highway work zones: Feasibility, requirements, and challenges.
Adv. Eng. Informatics, 2021
Mez: An Adaptive Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge.
IEEE Access, 2021
Proceedings of the 34th IEEE International System-on-Chip Conference, 2021
Tufan: Low-Power Throughput Architecture for Acceleration of EfficientNet on Cloud FPGAs.
Proceedings of the 34th IEEE International System-on-Chip Conference, 2021
Real-World Graph Convolution Networks (RW-GCNs) for Action Recognition in Smart Video Surveillance.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021
DeepDive: An Integrative Algorithm/Architecture Co-Design for Deep Separable Convolutional Neural Networks.
Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021
MG-DmDSE: Multi-Granularity Domain Design Space Exploration Considering Function Similarity.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
Microprocess. Microsystems, 2020
AWARE-CNN: Automated Workflow for Application-Aware Real-Time Edge Acceleration of CNNs.
IEEE Internet Things J., 2020
REVAMP2T: Real-Time Edge Video Analytics for Multicamera Privacy-Aware Pedestrian Tracking.
IEEE Internet Things J., 2020
CoRR, 2020
Mez: A Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge.
CoRR, 2020
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation.
CoRR, 2020
Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020
Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020
2019
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019
Real-Time Deep Learning at the Edge for Scalable Reliability Modeling of Si-MOSFET Power Electronics Converters.
IEEE Internet Things J., 2019
REVAMP<sup>2</sup>T: Real-time Edge Video Analytics for Multi-camera Privacy-aware Pedestrian Tracking.
CoRR, 2019
Key-Track: A Lightweight Scalable LSTM-based Pedestrian Tracker for Surveillance Systems.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
Proceedings of the 37th IEEE International Conference on Computer Design, 2019
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019
2018
Proceedings of the 31st IEEE International System-on-Chip Conference, 2018
A Novel 1D-Convolution Accelerator for Low-Power Real-time CNN processing on the Edge.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018
A Reconfigurable Streaming Processor for Real-Time Low-Power Execution of Convolutional Neural Networks at the Edge.
Proceedings of the Edge Computing - EDGE 2018, 2018
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
Proceedings of the 55th Annual Design Automation Conference, 2018
2017
Proceedings of the Second ACM/IEEE Symposium on Edge Computing, San Jose / Silicon Valley, 2017
2016
Function-Level Processor (FLP): A Novel Processor Class for Efficient Processing of Streaming Applications.
J. Signal Process. Syst., 2016
IEEE Comput. Archit. Lett., 2016
Proceedings of the 34th IEEE International Conference on Computer Design, 2016
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
2015
ACM Trans. Archit. Code Optim., 2015
SIGARCH Comput. Archit. News, 2015
Conceptual Abstraction Levels (CALs) for managing design complexity of market-oriented MPSoCs.
Microprocess. Microsystems, 2015
IET Comput. Digit. Tech., 2015
Proceedings of the System Level Design from HW/SW to Memory for Embedded Systems, 2015
Bridging Architecture and Programming for Throughput-Oriented Vision Processing (Abstract Only).
Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015
Proceedings of the 52nd Annual Design Automation Conference, 2015
Proceedings of the 26th IEEE International Conference on Application-specific Systems, 2015
2014
IEEE Trans. Very Large Scale Integr. Syst., 2014
Function-Level Processor (FLP): A High Performance, Minimal Bandwidth, Low Power Architecture for Market-Oriented MPSoCs.
IEEE Embed. Syst. Lett., 2014
A GPU-Based Algorithm-Specific Optimization for High-Performance Background Subtraction.
Proceedings of the 43rd International Conference on Parallel Processing, 2014
A Power-Efficient FPGA-Based Mixture-of-Gaussian (MoG) Background Subtraction for Full-HD Resolution.
Proceedings of the 22nd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2014
Function-Level Processor (FLP): Raising efficiency by operating at function granularity for market-oriented MPSoC.
Proceedings of the IEEE 25th International Conference on Application-Specific Systems, 2014
2013
Algorithm and architecture co-design of Mixture of Gaussian (MoG) background subtraction for embedded vision.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Flexible function-level acceleration of embedded vision applications using the Pipelined Vision Processor.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
ARRA: Application-guided reliability-enhanced registerfile architecture for embedded processors.
Proceedings of the 20th IEEE/IFIP International Conference on VLSI and System-on-Chip, 2012
AFReP: Application-guided Function-level Registerfile power-gating for embedded processors.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012
Application-specific power-efficient approach for reducing register file vulnerability.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
2011
A reliable and power efficient flow-control method to eliminate crosstalk faults in network-on-chips.
Microprocess. Microsystems, 2011
2010
Proceedings of the 13th Euromicro Conference on Digital System Design, 2010
2008
An Asymmetric Checkpointing and Rollback Error Recovery Scheme for Embedded Processors.
Proceedings of the 23rd IEEE International Symposium on Defect and Fault-Tolerance in VLSI Systems (DFT 2008), 2008