Search Results for author: Heon Song

Found 6 papers, 4 papers with code

AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee

2 code implementations19 Sep 2020 Heon Song, Daiki Suehiro, Seiichi Uchida

For visual object tracking, it is difficult to realize an almighty online tracker due to the huge variations of target appearance depending on an image sequence.

Deblurring Visual Object Tracking

Meta-learning of Pooling Layers for Character Recognition

1 code implementation17 Mar 2021 Takato Otsuzuki, Heon Song, Seiichi Uchida, Hideaki Hayashi

As part of our framework, a parameterized pooling layer is proposed in which the kernel shape and pooling operation are trainable using two parameters, thereby allowing flexible pooling of the input data.

Dimensionality Reduction Meta-Learning

Interactive Multi-Class Tiny-Object Detection

1 code implementation CVPR 2022 Chunggi Lee, Seonwook Park, Heon Song, Jeongun Ryu, Sanghoon Kim, Haejoon Kim, Sérgio Pereira, Donggeun Yoo

We perform experiments on the Tiny-DOTA and LCell datasets using both two-stage and one-stage object detection architectures to verify the efficacy of our approach.

Feature Correlation Object +2

Variability Matters : Evaluating inter-rater variability in histopathology for robust cell detection

no code implementations11 Oct 2022 Cholmin Kang, Chunggi Lee, Heon Song, Minuk Ma, S ergio Pereira

Furthermore, models trained from data annotated with lower inter-labeler variability outperform those from higher inter-labeler variability.

Cell Detection

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