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 --- 2025

Visible-Thermal Tiny Object Detection: A Benchmark Dataset and Baselines

Xinyi Ying, Chao Xiao, Wei An, Ruojing Li, Xu He, Boyang Li, Xu Cao, Zhaoxu Li, Yingqian Wang, Mingyuan Hu, Qingyu Xu, Zaiping Lin, Miao Li, Shilin Zhou, Weidong Sheng, Li Liu

TPAMI, 2025.

| Paper | Code

Infrared Small Target Detection in Satellite Videos: A New Dataset and A Novel Recurrent Feature Refinement Framework

Xinyi Ying, Li Liu, Zaipin Lin, Yangsi Shi, Yingqian Wang, Ruojing Li, Xu Cao, Boyang Li, Shilin Zhou, Wei An

TGRS, 2025.

| Paper | Code

Publications --- 2024

ICPR 2024 Competition on Resource-Limited Infrared Small Target Detection Challenge: Methods and Results

Boyang Li, Xinyi Ying, Ruojing Li, Yongxian Liu, Yangsi Shi, Miao Li, Xin Zhang, Mingyuan Hu, Chenyang Wu, etc

ICPR, 2025.

| Paper

OBBInst: Remote sensing instance segmentation with oriented bounding box supervision

Xu Cao, Huanxin Zou, Jun Li, Xinyi Ying, Shitian He

JAG, 2023.

| 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.

| Paper

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.

| Paper | Code

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.

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.

| Paper

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.

| Paper

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.

| Paper

Using Bilinear-Siamese architecture for remote sensing scene classification

Xu Cao, HuanXin Zou, XinYi Ying, RunLin Li, ShiTian He, Fei Cheng

IEEE AIID, 2021.

| Paper

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.

| Paper | Code

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 Neural Networks and Learning
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