Search Results for author: Hyunjun Eun

Found 4 papers, 1 papers with code

Learning to Discriminate Information for Online Action Detection: Analysis and Application

no code implementations8 Sep 2021 Sumin Lee, Hyunjun Eun, Jinyoung Moon, Seokeon Choi, Yoonhyung Kim, Chanho Jung, Changick Kim

To overcome this problem, we propose a novel recurrent unit, named Information Discrimination Unit (IDU), which explicitly discriminates the information relevancy between an ongoing action and others to decide whether to accumulate the input information.

Action Anticipation Online Action Detection

Single-view 2D CNNs with Fully Automatic Non-nodule Categorization for False Positive Reduction in Pulmonary Nodule Detection

no code implementations9 Mar 2020 Hyunjun Eun, Daeyeong Kim, Chanho Jung, Changick Kim

Note that, instead of manual categorization requiring the heavy workload of radiologists, we propose to automatically categorize non-nodules based on the autoencoder and k-means clustering.

Clustering

Learning to Discriminate Information for Online Action Detection

1 code implementation CVPR 2020 Hyunjun Eun, Jinyoung Moon, Jongyoul Park, Chanho Jung, Changick Kim

For online action detection, in this paper, we propose a novel recurrent unit to explicitly discriminate the information relevant to an ongoing action from others.

Online Action Detection

SRG: Snippet Relatedness-based Temporal Action Proposal Generator

no code implementations26 Nov 2019 Hyunjun Eun, Sumin Lee, Jinyoung Moon, Jongyoul Park, Chanho Jung, Changick Kim

Recent temporal action proposal generation approaches have suggested integrating segment- and snippet score-based methodologies to produce proposals with high recall and accurate boundaries.

Action Detection Temporal Action Proposal Generation

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