Alhassan Mumuni

According to our database, Alhassan Mumuni authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2024

A Survey of Synthetic Data Augmentation Methods in Machine Vision.

Alhassan Mumuni, Fuseini Mumuni, Nana Kobina Gerrar

Mach. Intell. Res., October, 2024

Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO.

Fuseini Mumuni, Alhassan Mumuni

CoRR, 2024

Automated data processing and feature engineering for deep learning and big data applications: a survey.

Alhassan Mumuni, Fuseini Mumuni

CoRR, 2024

A survey of synthetic data augmentation methods in computer vision.

Alhassan Mumuni, Fuseini Mumuni, Nana Kobina Gerrar

CoRR, 2024

Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods.

Alhassan Mumuni, Fuseini Mumuni

CoRR, 2024

Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning.

Fuseini Mumuni, Alhassan Mumuni

Cogn. Syst. Res., 2024

2022

Robust appearance modeling for object detection and tracking: a survey of deep learning approaches.

Alhassan Mumuni, Fuseini Mumuni

Prog. Artif. Intell., 2022

Bayesian cue integration of structure from motion and CNN-based monocular depth estimation for autonomous robot navigation.

Fuseini Mumuni, Alhassan Mumuni

Int. J. Intell. Robotics Appl., 2022

Data augmentation: A comprehensive survey of modern approaches.

Alhassan Mumuni, Fuseini Mumuni

Array, 2022

2021

CNN Architectures for Geometric Transformation-Invariant Feature Representation in Computer Vision: A Review.

Alhassan Mumuni, Fuseini Mumuni

SN Comput. Sci., 2021