no code implementations • 4 Sep 2023 • Seunghyeon Park, Taewon Kang, Seungjae Lee, Joon Hyo Rhee
In summary, our research contributes to the development of a more accurate and reliable pedestrian navigation system by leveraging smartphone IMU data and advanced algorithms for turn detection in indoor environments.
no code implementations • 30 Sep 2022 • Taewon Kang, Joon Hyo Rhee
The basic idea of RSS-based indoor positioning is to estimate the receiver location by matching the measured received signal strength indicator (RSSI) with preestablished RSSI collections with corresponding locations, known as the radio map.
no code implementations • 19 Jun 2022 • Halim Lee, Taewon Kang, Suhui Jeong, Jiwon Seo
Further, a maximum likelihood problem for target localization combining RF fingerprinting is formulated.
no code implementations • 16 Nov 2021 • Taewon Kang, Sunghyun Park, Seunghwan Choi, Jaegul Choo
Image-based virtual try-on provides the capacity to transfer a clothing item onto a photo of a given person, which is usually accomplished by warping the item to a given human pose and adjusting the warped item to the person.
1 code implementation • 29 Jun 2021 • Bumju Kwak, Jiwon Park, Taewon Kang, Jeonghee Jo, Byunghan Lee, Sungroh Yoon
In recent years, molecular representation learning has emerged as a key area of focus in various chemical tasks.
no code implementations • 26 Mar 2021 • Taewon Kang
Existing state-of-the-art techniques in exemplar-based image-to-image translation hold several critical concerns.
no code implementations • 18 Nov 2020 • Taewon Kang, Soohyun Kim, Sunwoo Kim, Seungryong Kim
Existing techniques to solve exemplar-based image-to-image translation within deep convolutional neural networks (CNNs) generally require a training phase to optimize the network parameters on domain-specific and task-specific benchmarks, thus having limited applicability and generalization ability.
no code implementations • 24 Sep 2020 • Suhui Jeong, Halim Lee, Taewon Kang, Jiwon Seo
In this paper, we suggest a method of RSS-based LTE base station (BS) localization with a single mobile receiver when the PLE is unknown.
no code implementations • 24 Sep 2020 • Taewon Kang, Jiwon Seo
This paper proposed a multiwall path-loss propagation model for an indoor environment, operating at a transmission frequency of 2. 45 GHz in the industrial, scientific, and medical (ISM) radio band.
1 code implementation • 24 Jan 2019 • Taewon Kang, Kwang Hee Lee
Unsupervised image translation aims to learn the transformation from a source domain to another target domain given unpaired training data.