Yaw Adu-Gyamfi

42 papers B 1Journal 31Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Unified Detection Pipeline for Robust Object Detection in Fisheye-Based Traffic Surveillance. ICCVW Neema Jakisa Owor, Joshua Kofi Asamoah, Tanner Wambui Muturi, Anneliese Jakisa Owor, Blessing Agyei Kyem, Andrews Danyo, Yaw Adu-Gyamfi, Armstrong Aboah
2025	J	`jnl`	A Unified Detection Pipeline for Robust Object Detection in Fisheye-Based Traffic Surveillance. CoRR Neema Jakisa Owor, Joshua Kofi Asamoah, Tanner Wambui Muturi, Anneliese Jakisa Owor, Blessing Agyei Kyem, Andrews Danyo, Yaw Adu-Gyamfi, Armstrong Aboah
2025	—	`conf`	Pixel-Point Fusion: A 2D-3D Computer Vision Framework for Robust Sidewalk Trip Hazard Detection. AIPR Hang Du, Linlin Zhang, Yaw Adu-Gyamfi, Filiz Bunyak
2025	—	`conf`	Prompt-Guided Spatial Understanding with RGB-D Transformers for Fine-Grained Object Relation Reasoning. ICCVW Tanner Wambui Muturi, Blessing Agyei Kyem, Joshua Kofi Asamoah, Neema Jakisa Owor, Richard Dyzinela, Andrews Danyo, Yaw Adu-Gyamfi, Armstrong Aboah
2025	J	`jnl`	Prompt-Guided Spatial Understanding with RGB-D Transformers for Fine-Grained Object Relation Reasoning. CoRR Tanner Wambui Muturi, Blessing Agyei Kyem, Joshua Kofi Asamoah, Neema Jakisa Owor, Richard Dyzinela, Andrews Danyo, Yaw Adu-Gyamfi, Armstrong Aboah
2025	—	`conf`	Task-Specific Dual-Model Framework for Comprehensive Traffic Safety Video Description and Analysis. ICCVW Blessing Agyei Kyem, Neema Jakisa Owor, Andrews Danyo, Joshua Kofi Asamoah, Eugene Kofi Okrah Denteh, Tanner Wambui Muturi, Anthony Dontoh, Yaw Adu-Gyamfi, Armstrong Aboah
2025	J	`jnl`	Task-Specific Dual-Model Framework for Comprehensive Traffic Safety Video Description and Analysis. CoRR Blessing Agyei Kyem, Neema Jakisa Owor, Andrews Danyo, Joshua Kofi Asamoah, Eugene Kofi Okrah Denteh, Tanner Wambui Muturi, Anthony Dontoh, Yaw Adu-Gyamfi, Armstrong Aboah
2024	J	`jnl`	3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data. CoRR Linlin Zhang, Xiang Yu, Armstrong Aboah, Yaw Adu-Gyamfi
2024	J	`jnl`	Application of 2D Homography for High Resolution Traffic Data Collection using CCTV Cameras. CoRR Linlin Zhang, Xiang Yu, Abdulateef Daud, Abdul Rashid Mussah, Yaw Adu-Gyamfi
2024	J	`jnl`	Graph Convolutional Gated Recurrent Unit Network for Traffic Prediction Using Loop Detector Data. Adv. Data Sci. Adapt. Anal. Maged Shoman, Armstrong Aboah, Abdulateef Daud, Yaw Adu-Gyamfi
2024	B	`conf`	Optimizing Road Damage Detection with YOLOv10: A Resource-Efficient Approach Utilizing Augmentation, Data Sampling, and Hyperparameter Tuning. IEEE Big Data Ashkan Behzadian, Tanner Wambui Muturi, Neema Jakisa Owor, Yaw Adu-Gyamfi
2024	J	`jnl`	PaveSAM Segment Anything for Pavement Distress. CoRR Neema Jakisa Owor, Yaw Adu-Gyamfi, Armstrong Aboah, Mark Amo-Boateng
2024	J	`jnl`	Toward an Automated, Proactive Safety Warning System Development for Truck Mounted Attenuators in Mobile Work Zones. CoRR Xiang Yu, Linlin Zhang, Yaw Adu-Gyamfi
2023	J	`jnl`	AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment. CoRR Armstrong Aboah, Abdul Rashid Mussah, Yaw Adu-Gyamfi
2023	J	`jnl`	Accelerating Statewide Connected Vehicles Big (Sensor Fusion) Data ETL Pipelines on GPUs. CoRR Abdul Rashid Mussah, Maged Shoman, Mark Amo-Boateng, Yaw Adu-Gyamfi
2023	—	`conf`	DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos. CVPR Workshops Armstrong Aboah, Ulas Bagci, Abdul Rashid Mussah, Neema Jakisa Owor, Yaw Adu-Gyamfi
2023	J	`jnl`	DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos. CoRR Armstrong Aboah, Ulas Bagci, Abdul Rashid Mussah, Neema Jakisa Owor, Yaw Adu-Gyamfi
2023	J	`jnl`	Driver Head Pose Detection From Naturalistic Driving Data. IEEE Trans. Intell. Transp. Syst. Weiheng Chai, Jiajing Chen, Jiyang Wang, Senem Velipasalar, Archana Venkatachalapathy, Yaw Adu-Gyamfi, Jennifer Merickel, Anuj Sharma
2023	J	`jnl`	Edge Computing-Enabled Road Condition Monitoring: System Development and Evaluation. CoRR Abdulateef Daud, Mark Amo-Boateng, Neema Jakisa Owor, Armstrong Aboah, Yaw Adu-Gyamfi
2023	J	`jnl`	Image2PCI - A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from Images. CoRR Neema Jakisa Owor, Hang Du, Abdulateef Daud, Armstrong Aboah, Yaw Adu-Gyamfi
2023	—	`conf`	Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8. CVPR Workshops Armstrong Aboah, Bin Wang, Ulas Bagci, Yaw Adu-Gyamfi
2023	J	`jnl`	Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8. CoRR Armstrong Aboah, Bin Wang, Ulas Bagci, Yaw Adu-Gyamfi
2022	—	`conf`	A Region-Based Deep Learning Approach to Automated Retail Checkout. CVPR Workshops Maged Shoman, Armstrong Aboah, Alex Morehead, Ye Duan, Abdulateef Daud, Yaw Adu-Gyamfi
2022	J	`jnl`	A Region-Based Deep Learning Approach to Automated Retail Checkout. CoRR Maged Shoman, Armstrong Aboah, Alex Morehead, Ye Duan, Abdulateef Daud, Yaw Adu-Gyamfi
2022	J	`jnl`	A Survey on Driver Behavior Analysis From In-Vehicle Cameras. IEEE Trans. Intell. Transp. Syst. Jiyang Wang, Weiheng Chai, Archana Venkatachalapathy, Kai Liang Tan, Arya Haghighat, Senem Velipasalar, Yaw Adu-Gyamfi, Anuj Sharma
2022	J	`jnl`	Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification. CoRR Armstrong Aboah, Yaw Adu-Gyamfi, Senem Velipasalar Gursoy, Jennifer Merickel, Matthew Rizzo, Anuj Sharma
2022	J	`jnl`	GC-GRU-N for Traffic Prediction using Loop Detector Data. CoRR Maged Shoman, Armstrong Aboah, Abdulateef Daud, Yaw Adu-Gyamfi
2022	J	`jnl`	Multi-Purpose, Multi-Step Deep Learning Framework for Network-Level Traffic Flow Prediction. Adv. Data Sci. Adapt. Anal. Maged Shoman, Mark Amo-Boateng, Yaw Adu-Gyamfi
2022	J	`jnl`	The 1st Data Science for Pavements Challenge. CoRR 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
2021	J	`jnl`	A Vision-based System for Traffic Anomaly Detection using Deep Learning and Decision Trees. CoRR Armstrong Aboah, Maged Shoman, Vishal Mandal, Sayedomidreza Davami, Yaw Adu-Gyamfi, Anuj Sharma
2021	J	`jnl`	Mobile Sensing for Multipurpose Applications in Transportation. CoRR Armstrong Aboah, Michael Boeding, Yaw Adu-Gyamfi
2020	J	`jnl`	Artificial Intelligence Enabled Traffic Monitoring System. CoRR Vishal Mandal, Abdul Rashid Mussah, Peng Jin, Yaw Adu-Gyamfi
2020	—	`conf`	Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis. IEEE BigData Vishal Mandal, Abdul Rashid Mussah, Yaw Adu-Gyamfi
2020	J	`jnl`	Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis. CoRR Vishal Mandal, Abdul Rashid Mussah, Yaw Adu-Gyamfi
2020	J	`jnl`	Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index. CoRR Hamed Majidifard, Yaw Adu-Gyamfi, William G. Buttlar
2020	J	`jnl`	Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis. CoRR Vishal Mandal, Yaw Adu-Gyamfi
2020	J	`jnl`	Smartphone-Based Pavement Roughness Estimation Using Deep Learning with Entity Embedding. Adv. Data Sci. Adapt. Anal. Armstrong Aboah, Yaw Adu-Gyamfi
2019	J	`jnl`	PID: A New Benchmark Dataset to Classify and Densify Pavement Distresses. CoRR Hamed Majidifard, Peng Jin, Yaw Adu-Gyamfi, William G. Buttlar
2018	—	`conf`	Automated Road Crack Detection Using Deep Convolutional Neural Networks. IEEE BigData Vishal Mandal, Lan Uong, Yaw Adu-Gyamfi
2015	—	`conf`	Reliability of Probe Speed Data for Detecting Congestion Trends. ITSC Yaw Adu-Gyamfi, Anuj Sharma, Skylar Knickerbocker, Neal Hawkins, Michael Jackson
2012	J	`jnl`	Multiresolution Information Mining for Pavement Crack Image Analysis. J. Comput. Civ. Eng. Yaw Adu-Gyamfi, Nii O. Attoh-Okine, Gonzalo J. Garateguy, Rafael E. Carrillo, Gonzalo R. Arce
2010	J	`jnl`	Critical Analysis of Different Hilbert-Huang Algorithms for Pavement Profile Evaluation. J. Comput. Civ. Eng. Yaw Adu-Gyamfi, Nii O. Attoh-Okine, Albert Y. Ayenu-Prah