Yaw Adu-Gyamfi

According to our database, Yaw Adu-Gyamfi authored at least 30 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PaveSAM Segment Anything for Pavement Distress.

Neema Jakisa Owor, Yaw Adu-Gyamfi, Armstrong Aboah, Mark Amo-Boateng

CoRR, 2024

Application of 2D Homography for High Resolution Traffic Data Collection using CCTV Cameras.

Linlin Zhang, Xiang Yu, Abdulateef Daud, Abdul Rashid Mussah, Yaw Adu-Gyamfi

CoRR, 2024

3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data.

Linlin Zhang, Xiang Yu, Armstrong Aboah, Yaw Adu-Gyamfi

CoRR, 2024

Graph Convolutional Gated Recurrent Unit Network for Traffic Prediction Using Loop Detector Data.

Maged Shoman, Armstrong Aboah, Abdulateef Daud, Yaw Adu-Gyamfi

Adv. Data Sci. Adapt. Anal., 2024

2023

MobiScout: A scalable cloud-based driving and activity monitoring platform featuring an IOS app and a WatchOS extension.

Kojo Konadu Adu-Gyamfi, Karo Ahmadi-Dehrashid, Yaw Okyere Adu-Gyamfi, Pujitha Gunaratne, Anuj Sharma

SoftwareX, December, 2023

Driver Head Pose Detection From Naturalistic Driving Data.

Weiheng Chai, Jiajing Chen, Jiyang Wang, Senem Velipasalar, Archana Venkatachalapathy, Yaw Adu-Gyamfi, Jennifer Merickel, Anuj Sharma

IEEE Trans. Intell. Transp. Syst., September, 2023

Image2PCI - A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from Images.

Neema Jakisa Owor, Hang Du, Abdulateef Daud, Armstrong Aboah, Yaw Adu-Gyamfi

CoRR, 2023

Edge Computing-Enabled Road Condition Monitoring: System Development and Evaluation.

Abdulateef Daud, Mark Amo-Boateng, Neema Jakisa Owor, Armstrong Aboah, Yaw Adu-Gyamfi

CoRR, 2023

Accelerating Statewide Connected Vehicles Big (Sensor Fusion) Data ETL Pipelines on GPUs.

Abdul Rashid Mussah, Maged Shoman, Mark Amo-Boateng, Yaw Adu-Gyamfi

CoRR, 2023

AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment.

Armstrong Aboah, Abdul Rashid Mussah, Yaw Adu-Gyamfi

CoRR, 2023

Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8.

Armstrong Aboah, Bin Wang, Ulas Bagci, Yaw Adu-Gyamfi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos.

Armstrong Aboah, Ulas Bagci, Abdul Rashid Mussah, Neema Jakisa Owor, Yaw Adu-Gyamfi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

A Survey on Driver Behavior Analysis From In-Vehicle Cameras.

Jiyang Wang, Weiheng Chai, Archana Venkatachalapathy, Kai Liang Tan, Arya Haghighat, Senem Velipasalar, Yaw Adu-Gyamfi, Anuj Sharma

IEEE Trans. Intell. Transp. Syst., 2022

GC-GRU-N for Traffic Prediction using Loop Detector Data.

Maged Shoman, Armstrong Aboah, Abdulateef Daud, Yaw Adu-Gyamfi

CoRR, 2022

Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification.

Armstrong Aboah, Yaw Adu-Gyamfi, Senem Velipasalar Gursoy, Jennifer Merickel, Matthew Rizzo, Anuj Sharma

CoRR, 2022

The 1st Data Science for Pavements Challenge.

Ashkan Behzadian, Tanner Wambui Muturi, Tianjie Zhang, Hongmin Kim, Amanda Mullins, Yang Lu, Neema Jakisa Owor, Yaw Adu-Gyamfi, William G. Buttlar, Hamed Majidifard, Armstrong Aboah, David Mensching, Robert Spragg, Matthew Corrigan, Jack Youtchef, Dave Eshan

CoRR, 2022

Multi-Purpose, Multi-Step Deep Learning Framework for Network-Level Traffic Flow Prediction.

Maged Shoman, Mark Amo-Boateng, Yaw Adu-Gyamfi

Adv. Data Sci. Adapt. Anal., 2022

A Region-Based Deep Learning Approach to Automated Retail Checkout.

Maged Shoman, Armstrong Aboah, Alex Morehead, Ye Duan, Abdulateef Daud, Yaw Adu-Gyamfi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Mobile Sensing for Multipurpose Applications in Transportation.

Armstrong Aboah, Michael Boeding, Yaw Adu-Gyamfi

CoRR, 2021

A Vision-based System for Traffic Anomaly Detection using Deep Learning and Decision Trees.

Armstrong Aboah, Maged Shoman, Vishal Mandal, Sayedomidreza Davami, Yaw Adu-Gyamfi, Anuj Sharma

CoRR, 2021

2020

Artificial Intelligence Enabled Traffic Monitoring System.

Vishal Mandal, Abdul Rashid Mussah, Peng Jin, Yaw Adu-Gyamfi

CoRR, 2020

Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis.

Vishal Mandal, Yaw Adu-Gyamfi

CoRR, 2020

Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index.

Hamed Majidifard, Yaw Adu-Gyamfi, William G. Buttlar

CoRR, 2020

Smartphone-Based Pavement Roughness Estimation Using Deep Learning with Entity Embedding.

Armstrong Aboah, Yaw Adu-Gyamfi

Adv. Data Sci. Adapt. Anal., 2020

Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis.

Vishal Mandal, Abdul Rashid Mussah, Yaw Adu-Gyamfi

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

PID: A New Benchmark Dataset to Classify and Densify Pavement Distresses.

Hamed Majidifard, Peng Jin, Yaw Adu-Gyamfi, William G. Buttlar

CoRR, 2019

2018

Automated Road Crack Detection Using Deep Convolutional Neural Networks.

Vishal Mandal, Lan Uong, Yaw Adu-Gyamfi

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2015

Reliability of Probe Speed Data for Detecting Congestion Trends.

Yaw Adu-Gyamfi, Anuj Sharma, Skylar Knickerbocker, Neal Hawkins, Michael Jackson

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2012

Multiresolution Information Mining for Pavement Crack Image Analysis.

Yaw Adu-Gyamfi, Nii O. Attoh-Okine, Gonzalo J. Garateguy, Rafael E. Carrillo, Gonzalo R. Arce

J. Comput. Civ. Eng., 2012

2010

Critical Analysis of Different Hilbert-Huang Algorithms for Pavement Profile Evaluation.

Yaw Adu-Gyamfi, Nii O. Attoh-Okine, Albert Y. Ayenu-Prah

J. Comput. Civ. Eng., 2010