REVAMP2T: Real-Time Edge Video Analytics for Multicamera Privacy-Aware Pedestrian Tracking C Neff, M Mendieta, S Mohan, M Baharani, S Rogers, H Tabkhi IEEE Internet of Things Journal 7 (4), 2591-2602, 2019 | 70 | 2019 |
Mez: An adaptive messaging system for latency-sensitive multi-camera machine vision at the iot edge A George, A Ravindran, M Mendieta, H Tabkhi IEEE Access 9, 21457-21473, 2021 | 62 | 2021 |
EfficientHRNet: efficient and scalable high-resolution networks for real-time multi-person 2D human pose estimation C Neff, A Sheth, S Furgurson, J Middleton, H Tabkhi Journal of Real-Time Image Processing 18 (4), 1037-1049, 2021 | 42* | 2021 |
Real-time deep learning at the edge for scalable reliability modeling of Si-MOSFET power electronics converters M Baharani, M Biglarbegian, B Parkhideh, H Tabkhi IEEE Internet of Things Journal 6 (5), 7375-7385, 2019 | 41 | 2019 |
Toward AI-enabled augmented reality to enhance the safety of highway work zones: Feasibility, requirements, and challenges S Sabeti, O Shoghli, M Baharani, H Tabkhi Advanced Engineering Informatics 50, 101429, 2021 | 38 | 2021 |
gem5-salam: A system architecture for llvm-based accelerator modeling S Rogers, J Slycord, M Baharani, H Tabkhi 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020 | 34 | 2020 |
Application-guided power gating reducing register file static power H Tabkhi, G Schirner IEEE Transactions on Very Large Scale Integration (VLSI) Systems 22 (12 …, 2014 | 33 | 2014 |
Ancilia: Scalable intelligent video surveillance for the artificial intelligence of things AD Pazho, C Neff, GA Noghre, BR Ardabili, S Yao, M Baharani, H Tabkhi IEEE Internet of Things Journal, 2023 | 31 | 2023 |
Deeptrack: Lightweight deep learning for vehicle trajectory prediction in highways V Katariya, M Baharani, N Morris, O Shoghli, H Tabkhi IEEE Transactions on Intelligent Transportation Systems 23 (10), 18927-18936, 2022 | 29 | 2022 |
RMAP: A reliability-aware application mapping for network-on-chips A Patooghy, H Tabkhi, SG Miremadi 2010 third International conference on dependability, 112-117, 2010 | 23 | 2010 |
Carpe posterum: A convolutional approach for real-time pedestrian path prediction M Mendieta, H Tabkhi Proceedings of the AAAI Conference on Artificial Intelligence 35 (3), 2346-2354, 2021 | 18 | 2021 |
A GPU-based algorithm-specific optimization for high-performance background subtraction C Zhang, H Tabkhi, G Schirner 2014 43rd International Conference on Parallel Processing, 182-191, 2014 | 17 | 2014 |
Algorithm and architecture co-design of Mixture of Gaussian (MoG) background subtraction for embedded vision H Tabkhi, R Bushey, G Schirner 2013 Asilomar Conference on Signals, Systems and Computers, 1815-1820, 2013 | 17 | 2013 |
A novel application/infrastructure co-design approach for real-time edge video analytics M Mendieta, C Neff, D Lingerfelt, C Beam, A George, S Rogers, ... 2019 SoutheastCon, 1-7, 2019 | 15 | 2019 |
A survey of graph-based deep learning for anomaly detection in distributed systems AD Pazho, GA Noghre, AA Purkayastha, J Vempati, O Martin, H Tabkhi IEEE Transactions on Knowledge and Data Engineering, 2023 | 14 | 2023 |
Deepdive: An integrative algorithm/architecture co-design for deep separable convolutional neural networks M Baharani, U Sunil, K Manohar, S Furgurson, H Tabkhi Proceedings of the 2021 on Great Lakes Symposium on VLSI, 247-252, 2021 | 14 | 2021 |
Power‐efficient real‐time solution for adaptive vision algorithms H Tabkhi, M Sabbagh, G Schirner IET Computers & Digital Techniques 9 (1), 16-26, 2015 | 14 | 2015 |
Function-Level Processor (FLP): A High Performance, Minimal Bandwidth, Low Power Architecture for Market-Oriented MPSoCs H Tabkhi, R Bushey, G Schirner IEEE Embedded Systems Letters 6 (4), 56-58, 2014 | 14 | 2014 |
Pishgu: Universal path prediction network architecture for real-time cyber-physical edge systems G Alinezhad Noghre, V Katariya, A Danesh Pazho, C Neff, H Tabkhi Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical …, 2023 | 13* | 2023 |
Aware-cnn: Automated workflow for application-aware real-time edge acceleration of cnns J Sanchez, A Sawant, C Neff, H Tabkhi IEEE Internet of Things Journal 7 (10), 9318-9329, 2020 | 13 | 2020 |