Brief Bio

I received my Master degree from Master degrees from NUDT in 2018. Currently, I'm a PHD student with the College of Electronic Science and Technology, NUDT. My research interests focus on small object detection and image super-resolution.

Publications --- 2024

OBBInst: Remote sensing instance segmentation with oriented bounding box supervision
Xu Cao, Huanxin Zou, Jun Li, Xinyi Ying, Shitian He
JAG, 2024.
| Paper
Publications --- 2023

Mapping degeneration meets label evolution: Learning infrared small target detection with single point supervision
Xinyi Ying, Li Liu, Yingqian Wang, Ruojing Li, Nuo Chen, Zaiping Lin, Weidong Sheng, Shilin Zhou
CVPR, 2023.
| Paper | Webpage | Code
Incorporating Deep Background Prior Into Model-Based Method for Unsupervised Moving Vehicle Detection in Satellite Videos
Chao Xiao, Ting Liu, Xinyi Ying, Yingqian Wang, Miao Li, Li Liu, Wei An, Zhijie Chen
IEEE TGRS, 2023.
| Paper
Learning scalable dynamic filter in convolutional networks
Shuanglin Wu, Chao Xiao, Xinyi Ying, Longguang Wang, Jungang Yang, Wei An
IEEE PRL, 2023.
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Publications --- 2022

Exploring Fine-Grained Sparsity in Convolutional Neural Networks for Efficient Inference
Longguang Wang, Yulan Guo, Xiaoyu Dong, Yingqian Wang, Xinyi Ying, Zaiping Lin, Wei An
IEEE TPAMI, 2022.
| Paper | Code
Local Motion and Contrast Priors Driven Deep Network for Infrared Small Target Super-resolution
Xinyi Ying, Yingqian Wang, Longguang Wang, Weidong Sheng, Li Liu, Zaiping Lin, Shilin Zhou
IEEE JSTAR, 2022.
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Multi-scale Optical Flow Estimation for Video Infrared Small Target Detection
Yihang Luo, Xinyi Ying, Ruojing Li, Yujun Wan, Bo Hu, Qiang Ling
IEEE CEI, 2022.
| Paper
Publications --- 2021

Exploring Sparsity in Image Super-Resolution for Efficient Inference
Longguang Wang, Xiaoyu Dong, Yingqian Wang, Xinyi Ying, Zaiping Lin, Wei An, Yulan Guo
CVPR, 2021.
| Paper | Supp | News | Video Presentation | Code
Symmetric parallax attention for stereo image super-resolution
Yingqian Wang, Xinyi Ying, Longguang Wang, Jungang Yang, Wei An, Yulan Guo
CVPRW, 2022.
| Paper | Code
DSFNet: Dynamic and static fusion network for moving object detection in satellite videos
Chao Xiao, Qian Yin, Xinyi Ying, Ruojing Li, Shuanglin Wu, Miao Li, Li Liu, Wei An, Zhijie Chen
IEEE GRSL, 2021.
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Channelmix: A mixed sample data augmentation strategy for image classification
Xu Cao, HuanXin Zou, XinYi Ying, RunLin Li, ShiTian He, Fei Cheng
IEEE CBFD, 2021.
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Double-triplet-pseudo-Siamese architecture for remote sensing aircraft target recognition
Xu Cao, HuanXin Zou, XinYi Ying, RunLin Li, ShiTian He, Fei Cheng
IEEE ICSP, 2021.
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Using Bilinear-Siamese architecture for remote sensing scene classification
Xu Cao, HuanXin Zou, XinYi Ying, RunLin Li, ShiTian He, Fei Cheng
IEEE AIID, 2021.
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Publications --- 2020

Light Field Image Super-Resolution Using Deformable Convolution
Yingqian Wang, Jungang Yang, Longguang Wang, Xinyi Ying, Tianhao Wu, Wei An, Yulan Guo
IEEE TIP, 2020.
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Deformable 3d convolution for video super-resolution
Xinyi Ying, Longguang Wang, Yingqian Wang, Weidong Sheng, Wei An, Yulan Guo
IEEE SPL, 2020.
| Paper | Code
A stereo attention module for stereo image super-resolution
Xinyi Ying, Longguang Wang, Yingqian Wang, Weidong Sheng, Wei An, Yulan Guo
IEEE SPL, 2020.
| Paper | Code
Academic Services

Challenge Organization:
Wide Area Infrared Small Target Detection Challenge @ PRCV 2024,
Resourse-Limited Infrared Small Target Detection Challenge @ ICPR 2024,

Reviewer:
IEEE Transactions on Image Processing
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Geoscience and Remote Sensing
IEEE International Journal of Applied Earth Observation and Geoinformation
IEEE Signal Processing Letter
IEEE International Joint Conference on Neural Networks
IEEE International Conference on Pattern Recognition
IEEE International Conference on Image Processing
IEEE Access
Pattern Recognition Letters
IET Computer Vision
IET Image Processing
IEEE Computer Graphics and Applications
Chinese Conference on Pattern Recognition and Computer Vision
Multimedia Systems
Mathematical Biosciences and Engineering
Journal of Visual Communication and Image Representation
Teaching Assistance

Lecture: Signals and Systems (Spring Term, 2022)
Lecture: Signals and Systems (Autumn Term, 2021)
Lecture: Signals and Systems (Spring Term, 2020)
Lecture: Target Detection and Signal Processing (Autumn Term, 2019)
Lecture: Target Detection and Signal Processing (Autumn Term, 2018)
Awards & Honors

2023 | Best Paper of China Society of Image and Graphics (LESPS CVPR )
2022 | Second-class Scholarship of NUDT
2022 | Outstanding Master Dissertation Award (Provincial and ministerial awards)
2022 | Outstanding Master Dissertation Award of NUDT
2022 | Excellent Student of NUDT
2021 | Excellent Student of NUDT

Last updated: 2024-04-14