Search Results for author: Guo-Ye Yang

Found 5 papers, 3 papers with code

Semantic-Aware Transformation-Invariant RoI Align

no code implementations15 Dec 2023 Guo-Ye Yang, George Kiyohiro Nakayama, Zi-Kai Xiao, Tai-Jiang Mu, Xiaolei Huang, Shi-Min Hu

In this paper, we propose a novel RoI feature extractor, termed Semantic RoI Align (SRA), which is capable of extracting invariant RoI features under a variety of transformations for two-stage detectors.

object-detection Object Detection +1

Sampling Equivariant Self-attention Networks for Object Detection in Aerial Images

no code implementations5 Nov 2021 Guo-Ye Yang, Xiang-Li Li, Ralph R. Martin, Shi-Min Hu

Sampling equivariant networks can adjust sampling from input feature maps according to the transformation of the object, allowing a kernel to extract features of an object under different transformations.

object-detection Object Detection In Aerial Images

Example-Guided Style Consistent Image Synthesis from Semantic Labeling

1 code implementation4 Jun 2019 Miao Wang, Guo-Ye Yang, Rui-Long Li, Run-Ze Liang, Song-Hai Zhang, Peter. M. Hall, Shi-Min Hu

Example-guided image synthesis aims to synthesize an image from a semantic label map and an exemplary image indicating style.

Image Generation Scene Segmentation

Deep Online Video Stabilization

3 code implementations22 Feb 2018 Miao Wang, Guo-Ye Yang, Jin-Kun Lin, Ariel Shamir, Song-Hai Zhang, Shao-Ping Lu, Shi-Min Hu

In this paper, we solve the video stabilization problem using a convolutional neural network (ConvNet).

Graphics

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