Search Results for author: Jungseok Hong

Found 5 papers, 0 papers with code

Self-supervised Wide Baseline Visual Servoing via 3D Equivariance

no code implementations12 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.

Object

Visual Diver Face Recognition for Underwater Human-Robot Interaction

no code implementations18 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.

Data Augmentation Face Recognition

TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris

no code implementations16 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.

Instance Segmentation Object +4

A Generative Approach Towards Improved Robotic Detection of Marine Litter

no code implementations10 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.

valid

Person Following by Autonomous Robots: A Categorical Overview

no code implementations22 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

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