Rose Nakibuule

Makerere University — UG

Computer Science · Physical Sciences

4h-index60citations17works2.82yr avg
OpenAlex↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Neural Network Applications(3), Video Surveillance and Tracking Methods(3), Smart Agriculture and AI(3), Remote Sensing in Agriculture(2), Remote Sensing and LiDAR Applications(2)

Publications17 total

A Hybrid YOLOv5s-Faster R-CNN Architecture for Object Detection in Complex Road Scenes
2026Open Access
Trustworthy Intelligent Poultry Disease Diagnostics Using Class Activation Maps For Deep Learning Visual Explanations
Lecture notes in networks and systems·2025
Explainable Machine Vision Techniques for Geo-spatial Land Use Classification
Lecture notes in networks and systems·2025
Interpretable Class Activation Maps for Vision-Based Deforestation Detection
Lecture notes in networks and systems·2025
Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification
arXiv (Cornell University)·2024Open Access
Transparent Multi-modelling for Climatic Geo-intelligence in Predicting Food Security
2024· 1 citedOpen Access
Interpretable Ensemble Model-Agonistc Approaches for Malaria Prediction
2024· 1 citedOpen Access
Transparent Machine Vision Techniques For Facial Emotion Detection
2024
Layer-wise Relevance Backward Propagation for Fake Face Detection and Reconstruction
2024
A Deep Learning Approach to Detect Severity of Mango Damage in the Early Fruiting Stage
2024· 4 cited
A Review on Automated Detection and Assessment of Fruit Damage Using Machine Learning
IEEE Access·2024· 27 citedOpen Access
Local Interpretable Model-Agnostic Explanations for Ensemble Learning to Predict Viral Rebound in Patients on Antiretroviral Therapy
Information systems engineering and management·2024· 1 cited
Responsible Artificial Intelligence for Music Recommendation
Lecture notes in networks and systems·2024· 3 cited
Real-Time Object Detection using an Ensemble of One Stage and Two Stage Object Detection Models with Dynamic Fine-tuning using Kullback-Leibler Divergence
2023· 4 citedOpen Access
Review on Real-Time Object Detection Models using Deep Neural Networks
SSRN Electronic Journal·2023· 3 citedOpen Access
Low cost video-based traffic congestion monitoring using phones as sensors
2013· 4 cited
Traffic Flow Monitoring in Crowded Cities.
2010· 12 cited

Frequent Co-authors

Ggaliwango Marvin(9), Joyce Nakatumba‐Nabende(4), Nakayiza Hellen(3), Yonasi Safari(2), Rose Nakasi(2), John A. Quinn(2), Nkalubo Lenard Byenkya(2), Sudi Murindanyi(2), Joseph Ssenyange(1), Simon allan Achuka(1), Nixson Okila(1), Audrey Nakate(1), Moses Ntanda Kyebambe(1), Ronald Atuhaire(1), George Ssemaganda(1), Edward Kaboggoza(1), Ssenoga Badru(1), Solimo Rajab(1), Rahman Sanya(1), Andrew Katumba(1)