Hamed Tabkhi

Srinivas Pulugurtha

CoRR, 2024

OCT-SelfNet: A Self-Supervised Framework with Multi-Modal Datasets for Generalized and Robust Retinal Disease Detection.

[BibT_eX]

[DOI]

CoRR, 2024

An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

GAT-POSE: Graph Autoencoder-Transformer Fusion for Future Pose Prediction.

[BibT_eX]

[DOI]

Gabriel Maldonado

Proceedings of the Robotics, Computer Vision and Intelligent Systems, 2024

Expert with Clustering: Hierarchical Online Preference Learning Framework.

[BibT_eX]

[DOI]

Tianyue Zhou

Jung-Hoon Cho

Cathy Wu

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Real-Time Bus Arrival Prediction: A Deep Learning Approach for Enhanced Urban Mobility.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Operations Research and Enterprise Systems, 2024

Evaluating the Effectiveness of Video Anomaly Detection in the Wild Online Learning and Inference for Real-world Deployment.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for Highway Surveillance through Graph Isomorphism and Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Real-time online unsupervised domain adaptation for real-world person re-identification.

[BibT_eX]

[DOI]

J. Real Time Image Process., December, 2023

Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things.

[BibT_eX]

[DOI]

IEEE Internet Things J., September, 2023

Exploring Public's Perception of Safety and Video Surveillance Technology: A Survey Approach.

[BibT_eX]

[DOI]

CoRR, 2023

Enhancing Situational Awareness in Surveillance: Leveraging Data Visualization Techniques for Machine Learning-based Video Analytics Outcomes.

[BibT_eX]

[DOI]

CoRR, 2023

Integrating AI into CCTV Systems: A Comprehensive Evaluation of Smart Video Surveillance in Community Space.

[BibT_eX]

[DOI]

CoRR, 2023

VegaEdge: Edge AI Confluence Anomaly Detection for Real-Time Highway IoT-Applications.

[BibT_eX]

[DOI]

Fatema-E. Jannat

CoRR, 2023

VT-Former: A Transformer-based Vehicle Trajectory Prediction Approach For Intelligent Highway Transportation Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Understanding the Benefits and Challenges of Demand Responsive Public Transit- A Case Study in the City of Charlotte, NC.

[BibT_eX]

[DOI]

CoRR, 2023

A Novel Neural Network Approach for Predicting the Arrival Time of Buses for Smart On-Demand Public Transit.

[BibT_eX]

[DOI]

CoRR, 2023

Real-World Community-in-the-Loop Smart Video Surveillance - A Case Study at a Community College.

[BibT_eX]

[DOI]

CoRR, 2023

Understanding Policy and Technical Aspects of AI-Enabled Smart Video Surveillance to Address Public Safety.

[BibT_eX]

[DOI]

Sai Datta Bhaskararayuni

Arun Ravindran

Shannon Reid

CoRR, 2023

Real-World Community-in-the-Loop Smart Video Surveillance System.

[BibT_eX]

[DOI]

Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

CHAD: Charlotte Anomaly Dataset.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Understanding the Challenges and Opportunities of Pose-based Anomaly Detection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

2022

ATCN: Resource-efficient Processing of Time Series on Edge.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., September, 2022

DeepTrack: Lightweight Deep Learning for Vehicle Trajectory Prediction in Highways.

[BibT_eX]

[DOI]

Nichole Morris

Omidreza Shoghli

IEEE Trans. Intell. Transp. Syst., 2022

Understanding Ethics, Privacy, and Regulations in Smart Video Surveillance for Public Safety.

[BibT_eX]

[DOI]

Arun Ravindran

CoRR, 2022

Pishgu: Universal Path Prediction Architecture through Graph Isomorphism and Attentive Convolution.

[BibT_eX]

[DOI]

CoRR, 2022

A Comprehensive Survey of Graph-based Deep Learning Approaches for Anomaly Detection in Complex Distributed Systems.

[BibT_eX]

[DOI]

CoRR, 2022

A Novel Fully Annotated Thermal Infrared Face Dataset: Recorded in Various Environment Conditions and Distances From The Camera.

[BibT_eX]

[DOI]

Roshanak Ashrafi

CoRR, 2022

Machine Learning-Based Automated Thermal Comfort Prediction: Integration of Low-Cost Thermal and Visual Cameras for Higher Accuracy.

[BibT_eX]

[DOI]

Roshanak Ashrafi

CoRR, 2022

VEI: a multicloud edge gateway for computer vision in IoT.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Middleware for the Edge, 2022

Real-World Computer Vision for Real-World Applications: Challenges and Directions.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2022

ADG-Pose: Automated Dataset Generation for Real-World Human Pose Estimation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Roshanak Ashrafi

Mohammadamin Sheikhshahrokhdehkordi

Proceedings of the Annual Modeling and Simulation Conference, 2022

2021

EfficientHRNet.

[BibT_eX]

[DOI]

J. Real Time Image Process., 2021

DeepTrack: Lightweight Deep Learning for Vehicle Path Prediction in Highways.

[BibT_eX]

[DOI]

CoRR, 2021

Single Run Action Detector over Video Stream - A Privacy Preserving Approach.

[BibT_eX]

[DOI]

Anbumalar Saravanan

Aurelia Macabasco-O'Connell

Hassan Ghasemzadeh

CoRR, 2021

Toward AI-enabled augmented reality to enhance the safety of highway work zones: Feasibility, requirements, and challenges.

[BibT_eX]

[DOI]

Sepehr Sabeti

Omidreza Shoghli

Adv. Eng. Informatics, 2021

Mez: An Adaptive Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge.

[BibT_eX]

[DOI]

IEEE Access, 2021

Design Study on Impact of Memory Access Parallelism for Cloud FPGAs.

[BibT_eX]

[DOI]

Arnab A. Purkayastha

Proceedings of the 34th IEEE International System-on-Chip Conference, 2021

Tufan: Low-Power Throughput Architecture for Acceleration of EfficientNet on Cloud FPGAs.

[BibT_eX]

[DOI]

Ushma Sunil Bharucha

Kaustubh Manohar Mhatre

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.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

DeepDive: An Integrative Algorithm/Architecture Co-Design for Deep Separable Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

MG-DmDSE: Multi-Granularity Domain Design Space Exploration Considering Function Similarity.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

CARPe Posterum: A Convolutional Approach for Real-Time Pedestrian Path Prediction.

[BibT_eX]

[DOI]

Matías Mendieta

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Allocating One Common ACC-Rich Platform for Many Streaming Applications.

[BibT_eX]

[DOI]

Jinghan Zhang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

LLVM-based automation of memory decoupling for OpenCL applications on FPGAs.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2020

AWARE-CNN: Automated Workflow for Application-Aware Real-Time Edge Acceleration of CNNs.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

REVAMP2T: Real-Time Edge Video Analytics for Multicamera Privacy-Aware Pedestrian Tracking.

[BibT_eX]

[DOI]

Matías Mendieta

Shrey Mohan

IEEE Internet Things J., 2020

ATCN: Agile Temporal Convolutional Networks for Processing of Time Series on Edge.

[BibT_eX]

[DOI]

Steven Furgurson

Babak Parkhideh

CoRR, 2020

Mez: A Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge.

[BibT_eX]

[DOI]

CoRR, 2020

EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation.

[BibT_eX]

[DOI]

CoRR, 2020

Exploring the Scalability of OpenCL Coarse Grained Parallelism on Cloud FPGAs.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

gem5-SALAM: A System Architecture for LLVM-based Accelerator Modeling.

[BibT_eX]

[DOI]

Joshua Slycord

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

2019

Alleviating Scalability Limitation of Accelerator-Based Platforms.

[BibT_eX]

[DOI]

Nasibeh Teimouri

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.

[BibT_eX]

[DOI]

Mehrdad Biglarbegian

Babak Parkhideh

IEEE Internet Things J., 2019

REVAMP<sup>2</sup>T: Real-time Edge Video Analytics for Multi-camera Privacy-aware Pedestrian Tracking.

[BibT_eX]

[DOI]

Matías Mendieta

Shrey Mohan

CoRR, 2019

Scalable LLVM-Based Accelerator Modeling in gem5.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2019

Key-Track: A Lightweight Scalable LSTM-based Pedestrian Tracker for Surveillance Systems.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Real-Time Person Re-identification at the Edge: A Mixed Precision Approach.

[BibT_eX]

[DOI]

Shrey Mohan

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Mitigating Application Diversity for Allocating a Unified ACC-Rich Platform.

[BibT_eX]

[DOI]

Jinghan Zhang

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

Exploring the Efficiency of OpenCL Pipe for Hiding Memory Latency on Cloud FPGAs.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

2018

Taxonomy of Spatial Parallelism on FPGAs for Massively Parallel Applications.

[BibT_eX]

[DOI]

Arnab A. Purkayastha

Suhas Ashok Shiddhibhavi

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.

[BibT_eX]

[DOI]

Ramachandra Vikas Chamarthi

Nasim Soltani

Adarsh Sawant

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.

[BibT_eX]

[DOI]

Ramachandra Vikas Chamarthi

Nasim Soltani

Pratik Kulkarni

Proceedings of the Edge Computing - EDGE 2018, 2018

DS-DSE: Domain-specific design space exploration for streaming applications.

[BibT_eX]

[DOI]

Jinghan Zhang

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Locality aware memory assignment and tiling.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Toward end-to-end object detection and tracking on the edge.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2016

Studying Inter-Warp Divergence Aware Execution on GPUs.

[BibT_eX]

[DOI]

Chulian Zhang

IEEE Comput. Archit. Lett., 2016

Hardware thread reordering to boost OpenCL throughput on FPGAs.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Computer Design, 2016

Guiding Power/Quality Exploration for Communication-Intense Stream Processing.

[BibT_eX]

[DOI]

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

Improving scalability of CMPs with dense ACCs coverage.

[BibT_eX]

[DOI]

Nasibeh Teimouri

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015

A Joint SW/HW Approach for Reducing Register File Vulnerability.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2015

Exploring the Efficiency of the OpenCL Pipe Semantic on an FPGA.

[BibT_eX]

[DOI]

SIGARCH Comput. Archit. News, 2015

Conceptual Abstraction Levels (CALs) for managing design complexity of market-oriented MPSoCs.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2015

Power-efficient real-time solution for adaptive vision algorithms.

[BibT_eX]

[DOI]

IET Comput. Digit. Tech., 2015

Taming the Memory Demand Complexity of Adaptive Vision Algorithms.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015

Revisiting accelerator-rich CMPs: challenges and solutions.

[BibT_eX]

[DOI]

Nasibeh Teimouri

Proceedings of the 52nd Annual Design Automation Conference, 2015

An efficient architecture solution for low-power real-time background subtraction.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Application-specific Systems, 2015

2014

Application-Guided Power Gating Reducing Register File Static Power.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2014

Function-Level Processor (FLP): A High Performance, Minimal Bandwidth, Low Power Architecture for Market-Oriented MPSoCs.

[BibT_eX]

[DOI]

IEEE Embed. Syst. Lett., 2014

A GPU-Based Algorithm-Specific Optimization for High-Performance Background Subtraction.

[BibT_eX]

[DOI]

Chulian Zhang

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

Flexible function-level acceleration of embedded vision applications using the Pipelined Vision Processor.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

ARRA: Application-guided reliability-enhanced registerfile architecture for embedded processors.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012

Application-specific power-efficient approach for reducing register file vulnerability.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Ahmad Patooghy

Seyed Ghassem Miremadi

Microprocess. Microsystems, 2011

2010

An Efficient Method to Reliable Data Transmission in Network-on-Chips.

[BibT_eX]

[DOI]

Ahmad Patooghy

Seyed Ghassem Miremadi

Proceedings of the 13th Euromicro Conference on Digital System Design, 2010

2008

An Asymmetric Checkpointing and Rollback Error Recovery Scheme for Embedded Processors.

[BibT_eX]

[DOI]