ICNet for Real-Time Semantic Segmentation on High-Resolution Images

논문명

- ICNet for Real-Time Semantic Segmentation on High-Resolution Images

저자

- Hengshuang Zhao, Xiaojuan Qi, Xiaoyong Shen, Jianping Shi, Jiaya Jia

게재 일자

- 2018년 8월 20일

URL 링크

- https://arxiv.org/pdf/1704.08545.pdf

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1. Introduction

    1.1. Status of Fast Semantic Segmentation

    1.2. Our Focus and Contributions

2. Related Work

    2.1. High Quality Semantic Segmentation

    2.2. High Efficiency Semantic Segmentation

    2.3. Video Semantic Segmentation

3. Image Cascade Network

    3.1. Speed Analysis  

    3.2. Network Architecture

    3.3. Cascade Feature Fusion

    3.4. Cascade Label Guidance

4. Structure Comparison and Analysis

5. Experimental Evaluation

    5.1. Implementation Details

    5.2. Cityscapes

        5.2.1. Intuitive Speedup

        5.2.2. Cascade Branches

        5.2.3. Cascade Structure

        5.2.4. Methods Comparison

        5.2.5. Visual Improvement

        5.2.6. Quantitative Analysis

    5.3. CamVid

    5.4. COCO-Stuff

6. Conclusion