Search Results for author: Abubakar Siddique

Found 6 papers, 2 papers with code

Lateralized Learning for Multi-Class Visual Classification Tasks

no code implementations30 Jan 2023 Abubakar Siddique, Will N. Browne, Gina M. Grimshaw

Hence these systems are not robust against noisy, irrelevant, and redundant data, resulting in the wrong prediction being made with high confidence.

Classification Image Classification

Tracking Passengers and Baggage Items using Multiple Overhead Cameras at Security Checkpoints

no code implementations31 Dec 2022 Abubakar Siddique, Henry Medeiros

Our SSL approach improves object detection by employing a test-time data augmentation and a regression-based, rotation-invariant pseudo-label refinement technique.

Data Augmentation Instance Segmentation +7

Tracking Passengers and Baggage Items using Multi-camera Systems at Security Checkpoints

no code implementations15 Jul 2020 Abubakar Siddique, Henry Medeiros

The multiple hypothesis tracking algorithm then keeps track of the temporal identifiers of the targets based on the cluster centroids.

Data Augmentation object-detection +1

Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and Segmentation

1 code implementation14 Jul 2020 Abubakar Siddique, Reza Jalil Mozhdehi, Henry Medeiros

The feature vectors and the constraints graphs are then provided to the kmeans clustering algorithm to separate the corresponding data points in the latent space.

Clustering Instance Segmentation +3

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