Search Results for author: Myungchul Kim

Found 4 papers, 0 papers with code

Self-Sufficient Framework for Continuous Sign Language Recognition

no code implementations21 Mar 2023 Youngjoon Jang, Youngtaek Oh, Jae Won Cho, Myungchul Kim, Dong-Jin Kim, In So Kweon, Joon Son Chung

The goal of this work is to develop self-sufficient framework for Continuous Sign Language Recognition (CSLR) that addresses key issues of sign language recognition.

Pseudo Label Sign Language Recognition

Category-Level Metric Scale Object Shape and Pose Estimation

no code implementations1 Sep 2021 Taeyeop Lee, Byeong-Uk Lee, Myungchul Kim, In So Kweon

Our framework has two branches: the Metric Scale Object Shape branch (MSOS) and the Normalized Object Coordinate Space branch (NOCS).

Object object-detection +2

NeuSaver: Neural Adaptive Power Consumption Optimization for Mobile Video Streaming

no code implementations15 Jul 2021 Kyoungjun Park, Myungchul Kim, Laihyuk Park

This paper proposes NeuSaver, which reduces the power consumption of mobile devices when streaming videos by applying an adaptive frame rate to each video chunk without compromising user experience.

Reinforcement Learning (RL)

The Devil is in the Boundary: Exploiting Boundary Representation for Basis-based Instance Segmentation

no code implementations26 Nov 2020 Myungchul Kim, Sanghyun Woo, Dahun Kim, In So Kweon

In this work, we propose Boundary Basis based Instance Segmentation(B2Inst) to learn a global boundary representation that can complement existing global-mask-based methods that are often lacking high-frequency details.

Instance Segmentation Scene Understanding +2

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