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Swin Transformer: Hierarchical Vision Transformer using Shifted Windows [PDF]

2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021
This paper presents a new vision Transformer, called Swin Transformer, that capably serves as a general-purpose backbone for computer vision. Challenges in adapting Transformer from language to vision arise from differences between the two domains, such as large variations in the scale of visual entities and the high resolution of pixels in images ...
Zheng Zhang
exaly   +3 more sources

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Random Swin Transformer

2022 22nd International Conference on Control, Automation and Systems (ICCAS), 2022
Keong-Hun Choi, Jong-Eun Ha
openaire   +1 more source

Swin transformer-based supervised hashing

Applied Intelligence, 2023
Liangkang Peng, Jiangbo Qian, Chong Wang, Baisong Liu, Yihong Dong   +4 more
openaire   +1 more source

Swin Transformer for Color Constancy

Proceedings of the 2022 10th International Conference on Information Technology: IoT and Smart City, 2022
Guanghui Fu, Tong Li, Kai Xie, Mengyao Yang   +3 more
openaire   +1 more source

Swin Transformer with Local Aggregation

2022 3rd International Conference on Information Science, Parallel and Distributed Systems (ISPDS), 2022
Lu Chen, Yong Bai, Qiang Cheng, Mei Wu
openaire   +1 more source

SwinSOD: Salient object detection using swin-transformer

Image and Vision Computing, 2023
Shuang Wu, Guangjian Zhang, Xuefeng Liu
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Pyramid Swin Transformer: Different-Size Windows Swin Transformer for Image Classification and Object Detection

Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2023
Chenyu Wang, Toshio Endo, Takahiro Hirofuchi, Tsutomu Ikegami   +3 more
openaire   +1 more source

Weapon Detection Using Swin Transformer

2023 International Conference on Advanced Technologies for Communications (ATC), 2023
Doan Trung Son, Nguyen Thi Khanh Tram, Vo Thai Anh   +2 more
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LLU-Swin: Low-Light Image Enhancement with U-shaped Swin Transformer

2022 IEEE International Conference on Big Data (Big Data), 2022
Lijiang Shao, Wenjin Wang, Shiguo Huang, Xiaolin Li   +3 more
openaire   +1 more source

CSwin-PNet: A CNN-Swin Transformer combined pyramid network for breast lesion segmentation in ultrasound images

Expert Systems With Applications, 2023
, Dapeng Yang
exaly