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.
Ranked #13 on Online Action Detection on TVSeries
no code implementations • 26 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.
8 code implementations • arXiv 2019 • Youngwan Lee, Jongyoul Park
We hope that CenterMask and VoVNetV2 can serve as a solid baseline of real-time instance segmentation and backbone network for various vision tasks, respectively.
Ranked #1 on Object Detection on COCO test-dev (Hardware Burden metric)
14 code implementations • 22 Apr 2019 • Youngwan Lee, Joong-won Hwang, Sangrok Lee, Yuseok Bae, Jongyoul Park
As DenseNet conserves intermediate features with diverse receptive fields by aggregating them with dense connection, it shows good performance on the object detection task.
Ranked #64 on Instance Segmentation on COCO test-dev
1 code implementation • 16 Apr 2019 • Jaewon Jung, Jongyoul Park
Visual relationship detection is an intermediate image understanding task that detects two objects and classifies a predicate that explains the relationship between two objects in an image.
4 code implementations • ICCV 2019 • Youngjoo Jo, Jongyoul Park
We present a novel image editing system that generates images as the user provides free-form mask, sketch and color as an input.
no code implementations • 21 Jan 2019 • Sunoh Kim, Kimin Yun, Jongyoul Park, Jin Young Choi
In this paper, to address this problem, we propose a new framework for recognizing object-related human actions by graph convolutional networks using human and object poses.
Ranked #1 on Action Recognition on IRD
no code implementations • ETRI Journal, Volume 39, Number 4, August, 2017 2017 • Jinyoung Moon, Junho Jin, Yongjin Kwon, Kyuchang Kang, Jongyoul Park, Kyoung Park
In addition, most studies have not considered extensibility for a newly added action that has been previously trained.
Ranked #1 on Action Recognition on ActionNet-VE
no code implementations • 2015 8th International Conference on Signal Processing, Image Processing and Pattern Recognition (SIP) 2015 • Jinyoung Moon, Yongjin Kwon, Kyuchang Kang, Jongyoul Park
This paper introduces a dataset for recognizing and describing interactive events between objects of interest including persons, cars, bikes, and carried objects.