Search Results for author: Usman Ali

Found 6 papers, 1 papers with code

Deblurring 3D Gaussian Splatting

no code implementations1 Jan 2024 Byeonghyeon Lee, Howoong Lee, Xiangyu Sun, Usman Ali, Eunbyung Park

However, it suffers from severe degradation in the rendering quality if the training images are blurry.

Deblurring Novel View Synthesis

Enhancing Vehicle Entrance and Parking Management: Deep Learning Solutions for Efficiency and Security

no code implementations5 Dec 2023 Muhammad Umer Ramzan, Usman Ali, Syed Haider Abbas Naqvi, Zeeshan Aslam, Tehseen, Husnain Ali, Muhammad Faheem

To solve the problem of auto management of vehicle entrance and parking, we have utilized state-of-the-art deep learning models and automated the process of vehicle entrance and parking into any organization.

Face Detection License Plate Recognition +2

Temporal Continuity Based Unsupervised Learning for Person Re-Identification

no code implementations1 Sep 2020 Usman Ali, Bayram Bayramli, Hongtao Lu

Most existing person re-id methods generally require a large amount of identity labeled data to act as discriminative guideline for representation learning.

Clustering Person Re-Identification +1

FH-GAN: Face Hallucination and Recognition using Generative Adversarial Network

no code implementations16 May 2019 Bayram Bayramli, Usman Ali, Te Qi, Hongtao Lu

One of the most important problem is low resolution face images which can result in bad performance on face recognition.

Face Hallucination Face Recognition +2

Spatial Shortcut Network for Human Pose Estimation

no code implementations5 Apr 2019 Te Qi, Bayram Bayramli, Usman Ali, Qinchuan Zhang, Hongtao Lu

Like many computer vision problems, human pose estimation is a challenging problem in that recognizing a body part requires not only information from local area but also from areas with large spatial distance.

Pose Estimation

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