no code implementations • 27 May 2024 • Xiangyu Sun, Joo Chan Lee, Daniel Rho, Jong Hwan Ko, Usman Ali, Eunbyung Park
To mitigate the storage overhead, we propose Factorized 3D Gaussian Splatting (F-3DGS), a novel approach that drastically reduces storage requirements while preserving image quality.
no code implementations • 1 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.
1 code implementation • 1 Jan 2024 • Byeonghyeon Lee, Howoong Lee, Usman Ali, Eunbyung Park
Especially, defocus blur is quite common in the images when they are normally captured using cameras.
no code implementations • 5 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.
no code implementations • 1 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.
no code implementations • 16 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.
no code implementations • 5 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.