百晓学者学者目录

赵琦

博士生导师、博导、教授、硕导，北京航空航天大学

精选作品

期刊论文

2026

基于间歇采样转发的机载干涉仪稳定虚假目标生成方法

赵琦，卢中昊，殷加鹏，胡卫东，肖顺平

《系统工程与电子技术》

2026

面向工程实践型人才培养的“编码理论”课程改革研究

赵琦，李萌

《工业和信息化教育》

2026

语义对齐与局部感知驱动的开放词汇语义分割

王馨静，高颖，邹亚琦，朱政宇，徐春雪，赵琦

《中国图象图形学报》

2026

Fedharmo: Harmonizing Global Aggregation and Local Alignment in Cross-Domain Federated Medical Image Segmentation

You Zhou, Guangxia Cui, Shuchang Lyu, Guangliang Cheng, Lijiang Chen, Wenpei Bai, Qi Zhao

IEEE International Symposium on Biomedical Imaging (ISBI)

DOI

2026

The Teacher–Student Interactive Cycle: Joint Optimization With Inner-Loop Self-Distillation in Prompted Foundation Models for Efficient Semantic Segmentation

Meng Li, Qi Zhao, Shuchang Lyu, Jun Jiang, Longhao Zou, Dingding Yao, Guangliang Cheng, Chenguang Yang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

M 2 FNet: A Multimodal Multistage Fusion Fine-Tuning Framework for African Water Segmentation

Yutang Zhang, Lijiang Chen, Binghao Liu, Qi Zhao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

PointLIBERO: Unlocking Spatial Awareness in VLAs With a Novel 3-D Dataset and a Lightweight Framework

Meng Li, Lijiang Chen, Qi Zhao, Jun Jiang, Longhao Zou, Mingcheng Luo, Shuchang Lyu, Dingding Yao, Guangliang Cheng, Chenguang Yang

IEEE Transactions on Automation Science and Engineering

DOI

2025

Unsupervised cross-domain semantic segmentation on multi-modality ovarian tumor ultrasound data

Shuchang Lyu, Qi Zhao, Wenpei Bai, Linghan Cai, Guangliang Cheng, Guangxia Cui, Min Ji Yang, Lijiang Chen, Huiyu Zhou

Pattern Recognition

DOI

2025

GLDNN: A Group-Level Dynamic Neural Network via Knowledge Distillation for Image Recognition

Yilan Xiao, Qi Zhao, Ahmed Oluwatoyin, Shuchang Lyu, Alhassan Alie Kamara

Lecture notes in computer science

DOI

2025

Online Self-Training Driven Attention-Guided Self-Mimicking Network for Semantic Segmentation

Shuchang Lyu, Qi Zhao, Hong Zhang, Guangliang Cheng, Chenguang Yang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

A Voronoi Density-Based Locally Unique Network for Fine-Grained Multi-Label Classification

Binghao Liu, Qi Zhao, Chunlei Wang, Meng Li, Lijiang Chen

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2025

Weakly Supervised Nuclei Segmentation with Point-Guided Attention and Self-Supervised Pseudo-Labeling

Yapeng Mo, Lijiang Chen, Lingfeng Zhang, Qi Zhao

Bioengineering

DOI

2025

Unsupervised Domain Adaptation for VHR Urban Scene Segmentation via Prompted Foundation Model-Based Hybrid Training Joint-Optimized Network

Shuchang Lyu, Qi Zhao, Yaxuan Sun, Guangliang Cheng, Yiwei He, Guangbiao Wang, Jinchang Ren, Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

African water body segmentation with cross-layer information separability based feature decoupling transformer

Binghao Liu, Qi Zhao, Chunlei Wang, Meng Li, Hongbo Xie, Lijiang Chen

International Journal of Applied Earth Observation and Geoinformation

DOI

2024

Self-training guided disentangled adaptation for cross-domain remote sensing image semantic segmentation

Qi Zhao, Shuchang Lyu, Hongbo Zhao, Binghao Liu, Lijiang Chen, Guangliang Cheng

International Journal of Applied Earth Observation and Geoinformation

DOI

2024

OV-VG: A benchmark for open-vocabulary visual grounding

Chunlei Wang, Wenquan Feng, Xiangtai Li, Guangliang Cheng, Shuchang Lyu, Binghao Liu, Lijiang Chen, Qi Zhao

Neurocomputing

DOI

2024

Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review

Guangliang Cheng, Yunmeng Huang, Xiangtai Li, Shuchang Lyu, Zhaoyang Xu, Hongbo Zhao, Qi Zhao, Shiming Xiang

Remote Sensing

DOI

2024

A Masked Reference Token Supervision-Based Iterative Visual-Language Framework for Robust Visual Grounding

Chunlei Wang, Wenquan Feng, Shuchang Lyu, Guangliang Cheng, Xiangtai Li, Binghao Liu, Qi Zhao

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

Self-Training and Curriculum Learning Guided Dynamic Refined Network for Remote Sensing Class-Incremental Semantic Segmentation

Hongbo Zhao, Ruimin Ren, Shuchang Lyu, Binghao Liu, Chunlei Wang, Meng Li, Guangliang Cheng, Qi Zhao

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2024

SWIN-TOD: Smooth Wasserstein Distance and Instance-Level Neighboring Enhancement for Remote Sensing Tiny Object Detection

Guangbiao Wang, Hongbo Zhao, Shuchang Lyu, Guangliang Cheng, Qing Chang, Wenquan Feng, Qi Zhao, Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

Learn by Oneself: Exploiting Weight-Sharing Potential in Knowledge Distillation Guided Ensemble Network

Qi Zhao, Shuchang Lyu, Lijiang Chen, Binghao Liu, Ting-Bing Xu, Guang-Liang Cheng, W. Feng

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

Iterative Robust Visual Grounding with Masked Reference based Centerpoint Supervision

Menghao Li, Chun-Lei Wang, W. Feng, Shuchang Lyu, Guang-Liang Cheng, Xiang-Tai Li, Binghao Liu, Qi Zhao

2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

DOI

2023

An Anchor-Free Network for Increasing Attention to Small Objects in High Resolution Remote Sensing Images

Hua-Ping Zhou, Wei Guo, Qi Zhao

Applied Sciences

DOI

2023

Enhancing Spatial Consistency and Class-Level Diversity for Segmenting Fine-Grained Objects

Qi Zhao, Binghao Liu, Shuchang Lyu, Chunlei Wang, Y. F. Yang

Communications in computer and information science

DOI

2023

Decision Boundary Optimization for Few-shot Class-Incremental Learning

Chenxu Guo, Qi Zhao, Shuchang Lyu, Binghao Liu, Chunlei Wang, Lijiang Chen, Guangliang Cheng

IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

DOI

2023

NTPP-MVSNet: Multi-View Stereo Network Based on Neighboring Tangent Plane Propagation

Qi Zhao, Yangyan Deng, Y. F. Yang, Yawei Li, Ding Yuan

Applied Sciences

DOI

2023

TPH-YOLOv5++: Boosting Object Detection on Drone-Captured Scenarios with Cross-Layer Asymmetric Transformer

Qi Zhao, Binghao Liu, Shuchang Lyu, Chunlei Wang, Hong Zhang

Remote Sensing

DOI

2022

任务驱动视野下“编码理论”课程高效课堂的建立

赵琦，叶子晗

《工业和信息化教育》

2022

Using Guided Self-Attention with Local Information for Polyp Segmentation

Linghan Cai, Meijing Wu, Lijiang Chen, Wenpei Bai, Min Yang, Shuchang Lyu, Qi Zhao

International Conference on Medical Image Computing and Computer-Assisted Intervention

DOI

2022

Look in Different Views: Multi-Scheme Regression Guided Cell Instance Segmentation

Menghao Li, W. Feng, Shuchang Lyu, Lijiang Chen, Qi Zhao

arXiv.org

DOI

2022

A Similarity Distillation Guided Feature Refinement Network for Few-Shot Semantic Segmentation

Shuchang Lyu, Binghao Liu, Lijiang Chen, Qi Zhao

International Conference on Information Photonics

DOI

2022

ML-FDA: Meta-Learning via Feature Distribution Alignment for Few-Shot Learning

Yuewen Li, Binghao Liu, Shuchang Lyu, Lijiang Chen, Qi Zhao, Wenquan Feng

IEEE International Conference on Visual Communications and Image Processing (VCIP)

DOI

2022

Feature Reconstruction and Metric Based Network for Few-Shot Object Detection

Yuewen Li, Wenquan Feng, Shuchang Lyu, Qi Zhao

Computer Vision and Image Understanding

DOI

2021

编码理论

赵琦

2021

A Feature Consistency Driven Attention Erasing Network for Fine-Grained Image Retrieval

Qi Zhao, Xu Wang, Shuchang Lyu, Binghao Liu, Yi-Fan Yang

Pattern Recognition

DOI

2021

TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-captured Scenarios

Xingkui Zhu, Shuchang Lyu, Xu Wang, Qi Zhao

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

DOI

2021

VisDrone-DET2021: The Vision Meets Drone Object detection Challenge Results

Yaru Cao, Zhi-Yang He, Lu-Jia Wang, Wen-Guan Wang, Yi-Xuan Yuan, Ding-Wen Zhang, Jing-Lin Zhang, Pengfei Zhu, L. Gool, Jun-Wei Han, S. Hoi, Qing-Hua Hu, Meilin Liu, Chong Cheng, Fan-Fan Liu, Guojin Cao, Guozhen Li, Hongkai Wang, Jianye He, Jun-Jun Wan, Qianxiang Wan, Qi Zhao, Shuchang Lyu, Wen-Zhe Zhao, Xiao-Qiang Lu, Xingkui Zhu, Yingjie Liu, Yixuan Lv, Yujing Ma, Yuting Yang, Zhe Wang, Zhenyu Xu, Zhi-Peng Luo, Zhi-Min Zhang, Zhiguang Zhang, Zihao Li, Zixiao Zhang

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

DOI

2021

A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation

Qi Zhao, Binghao Liu, Shuchang Lyu, Xu Wang, Yifan Yang

IEEE Transactions on Cognitive and Developmental Systems

DOI

2021

Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection

Qi Zhao, Yu-Fei Wang, Shuchang Lyu, Lijiang Chen

Social Science Research Network

DOI

2021

Embedded Self-Distillation in Compact Multibranch Ensemble Network for Remote Sensing Scene Classification

Qi Zhao, Yujing Ma, Shuchang Lyu, Lijiang Chen

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Make Baseline Model Stronger: Embedded Knowledge Distillation in Weight-Sharing Based Ensemble Network

Shuchang Lyu, Qi Zhao, Yujing Ma, Lijiang Chen

British Machine Vision Conference

DOI

2021

Semantic Segmentation With Attention Mechanism for Remote Sensing Images

Qi Zhao, Jiahui Liu, Yuewen Li, Hong Zhang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2020

“电子电路”课程国际化建设分析

赵琦，李享

《电气电子教学学报》

2020

MGML: Multigranularity Multilevel Feature Ensemble Network for Remote Sensing Scene Classification

Qi Zhao, Shuchang Lyu, Yuewen Li, Yujing Ma, Lijiang Chen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

MM-FSOD: Meta and metric integrated few-shot object detection

Yuewen Li, W. Feng, Shuchang Lyu, Qi Zhao, Xu-Liang Li

arXiv.org

2019

基于混合式教学的电子电路课程体系设计与建设

赵琦，杨彦卓

《教育现代化》

2019

内涵式发展背景下“电子电路”课程教学研究

赵琦

《工业和信息化教育》

2019

RSNet: A Compact Relative Squeezing Net for Image Recognition

Qi Zhao, Nauman Raoof, Shuchang Lyu, Boxue Zhang, Wenquan Feng

IEEE Visual Communications and Image Processing (VCIP)

DOI

2019

Interpretable Relative Squeezing bottleneck design for compact convolutional neural networks model

Qi Zhao, Jiahui Liu, Boxue Zhang, Shuchang Lyu, Nauman Raoof, Wenquan Feng

Image and Vision Computing

DOI

2018

AlphaMEX: A smarter global pooling method for convolutional neural networks

Boxue Zhang, Qi Zhao, Wenquan Feng, Shuchang Lyu

Neurocomputing

DOI

2018

A CNN-SIFT Hybrid Pedestrian Navigation Method Based on First-Person Vision

Qi Zhao, Boxue Zhang, Shuchang Lyu, Hong Zhang, Daniel W. Sun, Guoqiang Li, Wenquan Feng

Remote Sensing

DOI

2018

Multiactivation Pooling Method in Convolutional Neural Networks for Image Recognition

Qi Zhao, Shuchang Lyu, Boxue Zhang, Wenquan Feng

Wireless Communications and Mobile Computing

DOI

2016

“电子电路”课程多媒体教学的探索与实践

赵琦

《工业和信息化教育》

2015

Brightness preserving image enhancement based on a gradient and intensity histogram

Zebin Sun, Wenquan Feng, Qi Zhao, Lidong Huang

Journal of Electronic Imaging

DOI

2015

Low-observable target detection in sea clutter based on the adaptive 3D-IFS algorithm

Chungang Wang, Qi Zhao, Wenquan Feng

Optik

DOI

2015

SIFT-based indoor localization for older adults using wearable camera

Boxue Zhang, Qi Zhao, Wenquan Feng, Mingui Sun, Wenyan Jia

Annual Northeast Biomedical Engineering Conference

DOI

2014

非标准参数的CCSDS Turbo码译码器性能仿真

赵琦，杜玉娇

《北京航空航天大学学报》

2014

电子电路专业基础课双语教学的探索与提高

赵琦

《工业和信息化教育》

2013

Integration of GPS and low cost INS for pedestrian navigation aided by building layout

Wenquan Feng, Hongbo Zhao, Qi Zhao, Jingwen Li

Chinese Journal of Aeronautics

DOI

2009

Classifying Images of Classical Architectures: Chinese vs. European

Rui Zhang, Qi Zhao, Bin Yang

International Congress on Image and Signal Processing (CISP)

DOI

预印本

2026

SCOPE: Subspace Clustering with Online Per-Head Top-K Estimation for Sparse Video Attention

Qi Zhao, Qirui Li, Hanlin Tang, Yiduo Li, Zhen Guo, Cuifeng Shen, Chao Xu, Zhaosheng Chi, Xiaojin Lu, Kan Liu, Tao Lan, Lin Qu, Xi Li

arXiv preprint

2025

Synthetic Video Enhances Physical Fidelity in Video Synthesis

Qi Zhao, Xingyu Ni, Ziyu Wang, Feng Cheng, Ziyan Yang, Lu Jiang, Bohan Wang

arXiv preprint

2025

DreamInsert: Zero-Shot Image-to-Video Object Insertion from A Single Image

Qi Zhao, Zhan Ma, Pan Zhou

arXiv preprint

2025

On Quantizing Neural Representation for Variable-Rate Video Coding

Junqi Shi, Zhujia Chen, Hanfei Li, Qi Zhao, Ming Lu, Tong Chen, Zhan Ma

arXiv preprint

2025

Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model

Team Seawead, Ceyuan Yang, Zhijie Lin, Yang Zhao, Shanchuan Lin, Zhibei Ma, Haoyuan Guo, Hao Chen, Lu Qi, Sen Wang, Feng Cheng, Feilong Zuo, Xuejiao Zeng, Ziyan Yang, Fangyuan Kong, Meng Wei, Zhiwu Qing, Fei Xiao, Tuyen Hoang, Siyu Zhang, Peihao Zhu, Qi Zhao, Jiangqiao Yan, Liangke Gui, Sheng Bi, Jiashi Li, Yuxi Ren, Rui Wang, Huixia Li, Xuefeng Xiao, Shu Liu, Feng Ling, Heng Zhang, Houmin Wei, Huafeng Kuang, Jerry Duncan, Junda Zhang, Junru Zheng, Li Sun, Manlin Zhang, Renfei Sun, Xiaobin Zhuang, Xiaojie Li, Xin Xia, Xuyan Chi, Yanghua Peng, Yuping Wang, Yuxuan Wang, Zhongkai Zhao, Zhuo Chen, Zuquan Song, Zhenheng Yang, Jiashi Feng, Jianchao Yang, Lu Jiang

arXiv preprint

2025

SkipSR: Faster Super Resolution with Token Skipping

Rohan Choudhury, Shanchuan Lin, Jianyi Wang, Hao Chen, Qi Zhao, Feng Cheng, Lu Jiang, Kris Kitani, Laszlo A. Jeni

arXiv preprint

2025

CameraCtrl II: Dynamic Scene Exploration via Camera-controlled Video Diffusion Models

Hao He, Ceyuan Yang, Shanchuan Lin, Yinghao Xu, Meng Wei, Liangke Gui, Qi Zhao, Gordon Wetzstein, Lu Jiang, Hongsheng Li

arXiv preprint

2025

Deep Learning Based Domain Adaptation Methods in Remote Sensing: A Comprehensive Survey

Shuchang Lyu, Qi Zhao, Zheng Zhou, Meng Li, You Zhou, Dingding Yao, Guangliang Cheng, Huiyu Zhou, Zhenwei Shi

arXiv preprint

2025

Growing Visual Generative Capacity for Pre-Trained MLLMs

Hanyu Wang, Jiaming Han, Ziyan Yang, Qi Zhao, Shanchuan Lin, Xiangyu Yue, Abhinav Shrivastava, Zhenheng Yang, Hao Chen

arXiv preprint

2025

Compact Attention: Exploiting Structured Spatio-Temporal Sparsity for Fast Video Generation

Qirui Li, Guangcong Zheng, Qi Zhao, Jie Li, Bin Dong, Yiwu Yao, Xi Li

arXiv preprint

2025

Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Jiaming Han, Hao Chen, Yang Zhao, Hanyu Wang, Qi Zhao, Ziyan Yang, Hao He, Xiangyu Yue, Lu Jiang

arXiv preprint

2025

VINCIE: Unlocking In-context Image Editing from Video

Leigang Qu, Feng Cheng, Ziyan Yang, Qi Zhao, Shanchuan Lin, Yichun Shi, Yicong Li, Wenjie Wang, Tat-Seng Chua, Lu Jiang

arXiv preprint

2024

PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos

Qi Zhao, M. Salman Asif, Zhan Ma

arXiv preprint

2024

GazeXplain: Learning to Predict Natural Language Explanations of Visual Scanpaths

Xianyu Chen, Ming Jiang, Qi Zhao

arXiv preprint

2024

Beyond Average: Individualized Visual Scanpath Prediction

Xianyu Chen, Ming Jiang, Qi Zhao

arXiv preprint

2024

Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model

Shuchang Lyu, Qi Zhao, Guangliang Cheng, Yiwei He, Zheng Zhou, Guangbiao Wang, Zhenwei Shi

arXiv preprint

2024

Is Your Text-to-Image Model Robust to Caption Noise?

Weichen Yu, Ziyan Yang, Shanchuan Lin, Qi Zhao, Jianyi Wang, Liangke Gui, Matt Fredrikson, Lu Jiang

arXiv preprint

2023

AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?

Qi Zhao, Shijie Wang, Ce Zhang, Changcheng Fu, Minh Quan Do, Nakul Agarwal, Kwonjoon Lee, Chen Sun

arXiv preprint

2023

DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for Videos

Qi Zhao, M. Salman Asif, Zhan Ma

arXiv preprint

2023

What Do Deep Saliency Models Learn about Visual Attention?

Shi Chen, Ming Jiang, Qi Zhao

arXiv preprint

2023

Vamos: Versatile Action Models for Video Understanding

Shijie Wang, Qi Zhao, Minh Quan Do, Nakul Agarwal, Kwonjoon Lee, Chen Sun

arXiv preprint

2023

Speckle-Driven Single-Shot Orbital Angular Momentum Recognition with Ultra-Low Sampling Density

Zhiyuan Wang, Haoran Li, Tianting Zhong, Qi Zhao, Vinu R, Huanhao Li, Zhipeng Yu, Jixiong Pu, Ziyang Chen, Xiaocong Yuan, Puxiang Lai

arXiv preprint

DOI

2022

Speckle-based optical cryptosystem and its application for human face recognition via deep learning

Qi Zhao, Huanhao Li, Zhipeng Yu, Chi Man Woo, Tianting Zhong, Shengfu Cheng, Yuanjin Zheng, Honglin Liu, Jie Tian, Puxiang Lai

arXiv preprint

研究方向

智能图像处理空天地海大数据处理深度学习机器视觉

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