Yaw Adu-Gyamfi

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 28

Top Topics

Pavement Distress

Behavior Analysis

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Linlin Zhang, Xiang Yu, Armstrong Aboah, Yaw Adu-Gyamfi
3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data. CoRR (2024)
Linlin Zhang, Xiang Yu, Abdulateef Daud, Abdul Rashid Mussah, Yaw Adu-Gyamfi
Application of 2D Homography for High Resolution Traffic Data Collection using CCTV Cameras. CoRR (2024)
Neema Jakisa Owor, Hang Du, Abdulateef Daud, Armstrong Aboah, Yaw Adu-Gyamfi
Image2PCI - A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from Images. CoRR (2023)
Armstrong Aboah, Bin Wang, Ulas Bagci, Yaw Adu-Gyamfi
Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8. CVPR Workshops (2023)
Armstrong Aboah, Bin Wang, Ulas Bagci, Yaw Adu-Gyamfi
Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8. CoRR (2023)
Armstrong Aboah, Ulas Bagci, Abdul Rashid Mussah, Neema Jakisa Owor, Yaw Adu-Gyamfi
DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos. CoRR (2023)
Abdulateef Daud, Mark Amo-Boateng, Neema Jakisa Owor, Armstrong Aboah, Yaw Adu-Gyamfi
Edge Computing-Enabled Road Condition Monitoring: System Development and Evaluation. CoRR (2023)
Armstrong Aboah, Ulas Bagci, Abdul Rashid Mussah, Neema Jakisa Owor, Yaw Adu-Gyamfi
DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos. CVPR Workshops (2023)
Abdul Rashid Mussah, Maged Shoman, Mark Amo-Boateng, Yaw Adu-Gyamfi
Accelerating Statewide Connected Vehicles Big (Sensor Fusion) Data ETL Pipelines on GPUs. CoRR (2023)
Armstrong Aboah, Abdul Rashid Mussah, Yaw Adu-Gyamfi
AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment. CoRR (2023)
Weiheng Chai, Jiajing Chen, Jiyang Wang, Senem Velipasalar, Archana Venkatachalapathy, Yaw Adu-Gyamfi, Jennifer Merickel, Anuj Sharma
Driver Head Pose Detection From Naturalistic Driving Data. IEEE Trans. Intell. Transp. Syst. 24 (9) (2023)
Maged Shoman, Armstrong Aboah, Abdulateef Daud, Yaw Adu-Gyamfi
GC-GRU-N for Traffic Prediction using Loop Detector Data. CoRR (2022)
Maged Shoman, Armstrong Aboah, Alex Morehead, Ye Duan, Abdulateef Daud, Yaw Adu-Gyamfi
A Region-Based Deep Learning Approach to Automated Retail Checkout. CVPR Workshops (2022)
Maged Shoman, Armstrong Aboah, Alex Morehead, Ye Duan, Abdulateef Daud, Yaw Adu-Gyamfi
A Region-Based Deep Learning Approach to Automated Retail Checkout. CoRR (2022)
Jiyang Wang, Weiheng Chai, Archana Venkatachalapathy, Kai Liang Tan, Arya Haghighat, Senem Velipasalar, Yaw Adu-Gyamfi, Anuj Sharma
A Survey on Driver Behavior Analysis From In-Vehicle Cameras. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Armstrong Aboah, Yaw Adu-Gyamfi, Senem Velipasalar Gursoy, Jennifer Merickel, Matthew Rizzo, Anuj Sharma
Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification. CoRR (2022)
Ashkan Behzadian, Tanner Wambui Muturi, Tianjie Zhang, Hongmin Kim, Amanda Mullins, Yang Lu, Neema Jasika Owor, Yaw Adu-Gyamfi, William G. Buttlar, Hamed Majidifard, Armstrong Aboah, David Mensching, Robert Spragg, Matthew Corrigan, Jack Youtchef, Dave Eshan
The 1st Data Science for Pavements Challenge. CoRR (2022)
Maged Shoman, Mark Amo-Boateng, Yaw Adu-Gyamfi
Multi-Purpose, Multi-Step Deep Learning Framework for Network-Level Traffic Flow Prediction. Adv. Data Sci. Adapt. Anal. 14 (3&4) (2022)
Armstrong Aboah, Michael Boeding, Yaw Adu-Gyamfi
Mobile Sensing for Multipurpose Applications in Transportation. CoRR (2021)
Armstrong Aboah, Maged Shoman, Vishal Mandal, Sayedomidreza Davami, Yaw Adu-Gyamfi, Anuj Sharma
A Vision-based System for Traffic Anomaly Detection using Deep Learning and Decision Trees. CoRR (2021)
Vishal Mandal, Abdul Rashid Mussah, Yaw Adu-Gyamfi
Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis. IEEE BigData (2020)
Armstrong Aboah, Yaw Adu-Gyamfi
Smartphone-Based Pavement Roughness Estimation Using Deep Learning with Entity Embedding. Adv. Data Sci. Adapt. Anal. 12 (3-4) (2020)
Vishal Mandal, Yaw Adu-Gyamfi
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis. CoRR (2020)
Hamed Majidifard, Yaw Adu-Gyamfi, William G. Buttlar
Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index. CoRR (2020)
Vishal Mandal, Abdul Rashid Mussah, Yaw Adu-Gyamfi
Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis. CoRR (2020)
Vishal Mandal, Abdul Rashid Mussah, Peng Jin, Yaw Adu-Gyamfi
Artificial Intelligence Enabled Traffic Monitoring System. CoRR (2020)
Hamed Majidifard, Peng Jin, Yaw Adu-Gyamfi, William G. Buttlar
PID: A New Benchmark Dataset to Classify and Densify Pavement Distresses. CoRR (2019)
Vishal Mandal, Lan Uong, Yaw Adu-Gyamfi
Automated Road Crack Detection Using Deep Convolutional Neural Networks. IEEE BigData (2018)
Yaw Adu-Gyamfi, Anuj Sharma, Skylar Knickerbocker, Neal Hawkins, Michael Jackson
Reliability of Probe Speed Data for Detecting Congestion Trends. ITSC (2015)
Yaw Adu-Gyamfi, Nii O. Attoh-Okine, Gonzalo J. Garateguy, Rafael E. Carrillo, Gonzalo R. Arce
Multiresolution Information Mining for Pavement Crack Image Analysis. J. Comput. Civ. Eng. 26 (6) (2012)
Yaw Adu-Gyamfi, Nii O. Attoh-Okine, Albert Y. Ayenu-Prah
Critical Analysis of Different Hilbert-Huang Algorithms for Pavement Profile Evaluation. J. Comput. Civ. Eng. 24 (6) (2010)