Armstrong Aboah

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 29

Top Topics

Interactive Image Segmentation

Comparative Analysis

Top Venues

Adv. Data Sci. Adapt. Anal.

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)
Dai Quoc Tran, Armstrong Aboah, Yuntae Jeon, Maged Shoman, Minsoo Park, Seunghee Park
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets. CoRR (2024)
Maged Shoman, Dongdong Wang, Armstrong Aboah, Mohamed A. Abdel-Aty
Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis. CoRR (2024)
Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Elif Keles, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification. WACV (2024)
Kelvin Kwakye, Younho Seong, Armstrong Aboah, Sun Yi
SigSegment: A Signal-Based Segmentation Algorithm for Identifying Anomalous Driving Behaviours in Naturalistic Driving Videos. CoRR (2023)
Bin Wang, Hongyi Pan, Armstrong Aboah, Zheyuan Zhang, Ahmet Cetin, Drew A. Torigian, Baris Turkbey, Elizabeth A. Krupinski, Jayaram K. Udupa, Ulas Bagci
GazeGNN: A Gaze-Guided Graph Neural Network for Disease Classification. CoRR (2023)
Geoffery Agorku, Divine Agbobli, Vuban Chowdhury, Kwadwo Amankwah-Nkyi, Adedolapo Ogungbire, Portia Ankamah Lartey, Armstrong Aboah
Real-Time Helmet Violation Detection Using YOLOv5 and Ensemble Learning. CoRR (2023)
Elham Soltanikazemi, Ashwin Dhakal, Bijaya Kumar Hatuwal, Imad Eddine Toubal, Armstrong Aboah, Kannappan Palaniappan
Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv5. AIPR (2023)
Bin Wang, Armstrong Aboah, Zheyuan Zhang, Hongyi Pan, Ulas Bagci
GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model. Gaze Meets ML (2023)
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)
Elham Soltanikazemi, Armstrong Aboah, Elizabeth Arthur, Bijaya Kumar Hatuwal
Fine-Tuning YOLOv5 with Genetic Algorithm For Helmet Violation Detection. 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)
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)
Bin Wang, Armstrong Aboah, Zheyuan Zhang, Ulas Bagci
GazeSAM: What You See is What You Segment. CoRR (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)
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)
Armstrong Aboah, Michael Boeding, Yaw Adu-Gyamfi
Mobile Sensing for Multipurpose Applications in Transportation. CoRR (2021)
Armstrong Aboah
A Vision-Based System for Traffic Anomaly Detection Using Deep Learning and Decision Trees. CVPR Workshops (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)
Armstrong Aboah, Lydia Johnson, Setul Shah
Identifying the Factors that Influence Urban Public Transit Demand. CoRR (2021)
Armstrong Aboah, Elizabeth Arthur
Comparative Analysis of Machine Learning Models for Predicting Travel Time. CoRR (2021)
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)