Alhassan Mumuni

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Depth Estimation

Cognitive Models

Top Venues

Cogn. Syst. Res.

Int. J. Intell. Robotics Appl.

Publications

Fuseini Mumuni, Alhassan Mumuni
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO. CoRR (2024)
Fuseini Mumuni, Alhassan Mumuni
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning. Cogn. Syst. Res. 84 (2024)
Alhassan Mumuni, Fuseini Mumuni
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods. CoRR (2024)
Alhassan Mumuni, Fuseini Mumuni, Nana Kobina Gerrar
A survey of synthetic data augmentation methods in computer vision. CoRR (2024)
Alhassan Mumuni, Fuseini Mumuni
Automated data processing and feature engineering for deep learning and big data applications: a survey. CoRR (2024)
Fuseini Mumuni, Alhassan Mumuni
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning. CoRR (2024)
Alhassan Mumuni, Fuseini Mumuni
Data augmentation: A comprehensive survey of modern approaches. Array 16 (2022)
Fuseini Mumuni, Alhassan Mumuni
Bayesian cue integration of structure from motion and CNN-based monocular depth estimation for autonomous robot navigation. Int. J. Intell. Robotics Appl. 6 (2) (2022)
Alhassan Mumuni, Fuseini Mumuni
Robust appearance modeling for object detection and tracking: a survey of deep learning approaches. Prog. Artif. Intell. 11 (4) (2022)
Alhassan Mumuni, Fuseini Mumuni
CNN Architectures for Geometric Transformation-Invariant Feature Representation in Computer Vision: A Review. SN Comput. Sci. 2 (5) (2021)