no code implementations • 12 Sep 2022 • Jinwook Huh, Jungseok Hong, Suveer Garg, Hyun Soo Park, Volkan Isler
Existing approaches that regress absolute camera pose with respect to an object require 3D ground truth data of the object in the forms of 3D bounding boxes or meshes.
no code implementations • 18 Nov 2020 • Jungseok Hong, Sadman Sakib Enan, Christopher Morse, Junaed Sattar
Specifically, the proposed method is able to recognize divers underwater with faces heavily obscured by scuba masks and breathing apparatus.
no code implementations • 16 Jul 2020 • Jungseok Hong, Michael Fulton, Junaed Sattar
This paper presents TrashCan, a large dataset comprised of images of underwater trash collected from a variety of sources, annotated both using bounding boxes and segmentation labels, for development of robust detectors of marine debris.
no code implementations • 10 Oct 2019 • Jungseok Hong, Michael Fulton, Junaed Sattar
The proposed approach relies on a two-stage variational autoencoder (VAE) and a binary classifier to evaluate the generated imagery for quality and realism.
no code implementations • 22 Mar 2018 • Md Jahidul Islam, Jungseok Hong, Junaed Sattar
Different working environments and applications pose diverse challenges by adding constraints on the choice of sensors, the degree of autonomy, and dynamics of a person-following robot.
Robotics