Search Results for author: Kyunghyun Paeng

Found 6 papers, 2 papers with code

PseudoEdgeNet: Nuclei Segmentation only with Point Annotations

2 code implementations7 Jun 2019 Inwan Yoo, Donggeun Yoo, Kyunghyun Paeng

In this paper, we propose a weakly supervised nuclei segmentation method, which requires only point annotations for training.


A Robust and Effective Approach Towards Accurate Metastasis Detection and pN-stage Classification in Breast Cancer

no code implementations30 May 2018 Byungjae Lee, Kyunghyun Paeng

Recent advances in convolutional neural networks (CNN) have shown significant improvements in histological slide analysis, but accuracy is not optimized because of the difficulty in the handling of gigapixel images.

General Classification

A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology

1 code implementation21 Dec 2016 Kyunghyun Paeng, Sangheum Hwang, Sunggyun Park, Minsoo Kim

We present a unified framework to predict tumor proliferation scores from breast histopathology whole slide images.

Mitosis Detection whole slide images

Action-Driven Object Detection with Top-Down Visual Attentions

no code implementations20 Dec 2016 Donggeun Yoo, Sunggyun Park, Kyunghyun Paeng, Joon-Young Lee, In So Kweon

In this paper, we present an "action-driven" detection mechanism using our "top-down" visual attention model.

object-detection Object Detection

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