GitHub

Pyramid Stereo Matching Network

@inproceedings{chang2018pyramid, title={Pyramid Stereo Matching Network}, author={Chang, Jia-Ren and Chen, Yong-Sheng}, booktitle={Proceedings of the IEEE Conference ...
IEEE

A Two-Tiered Bidirectional Atrous Spatial Pyramid Pooling-Based Semantic Segmentation Model for Landslide Classification Using Remote Sensing Images

Abstract: Effective landslide representation from great spatial resolution images is significant in numerous applications. Many research works and techniques have been advertised. Still, these methods ...
Frontiers

DSC-DeepLabv3+: a lightweight semantic segmentation model for weed identification in maize fields

Introduction: Weeds compete with crops for water, nutrients, and light, negatively impacting maize yield and quality. To enhance weed identification accuracy and meet the requirements of precision ...
Scientific Research Publishing

Yang, Y. (2017) Atrous Spatial Pyramid Pooling for Semantic Image Segmentation. IEEE Transactions on Image Processing, 26, 5268-5280.

ABSTRACT: Pointer instruments are widely used in the nuclear power industry. Addressing the issues of low accuracy and slow detection speed in recognizing pointer meter readings under varying types ...
Frontiers

MSGU-Net: a lightweight multi-scale ghost U-Net for image segmentation

U-Net and its variants have been widely used in the field of image segmentation. In this paper, a lightweight multi-scale Ghost U-Net (MSGU-Net) network architecture is proposed. This can efficiently ...
GitHub

[2014 ECCV] Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

SPP는 고정된 크기의 vector를 만드는 global pooling operation임 SPP는 feature map이 input으로 주어졌을 때, feature map을 n * n등분하여 max pool한 값들을 concat하는 것임 ImageNet 기준으로 4-level pyramid 사용 (50 bins ...