• Space Optical Remote Sensing

            Space Optical Remote Sensor

            Photoelectronic Imaging

            Optical/SAR Common Aperture Imaging

• Intelligent Interpretation of ​Remote Sensing Images

            Super-Resolution Reconstruction

            Multi-modal Remote Sensing Images Fusion

            Target Detection and Recognition

• Embodied Intelligence in Deep Space Exploration

            Intellisense

            Embodied Navigation and Path Planning

• Computational Optical Imaging

[1] Xiaonan Jiang, Xiangqian Niu*, Fanlu Wu, Yao Fu, He Bao, Yanchao Fan, Yu Zhang and Junyan Pei. A Fine-Grained Aircraft Target Recognition Algorithm for Remote Sensing Images Based on YOLOV8[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18: 4060-4073.

[2] Xin Gao, Yao Fu*, Xiaonan Jiang*, Fanlu Wu, Yu Zhang, Tianjiao Fu, Chao Li and Junyan Pei. RSVQ-Diffusion Model for Text-to-Remote-Sensing Image Generation[J]. Applied Sciences, 2025, 15(3): 1121.

[3] Fanlu Wu*, Xiaonan Jiang, Tianjiao Fu, Yao Fu, Dongdong Xu and Chunlei Zhao. RSTSRN: Recursive Swin Transformer Super-Resolution Network for Mars Images[J]. Applied Sciences, 2024, 14(20): 9286.

[4] Chengrui Yu, Xiaonan Jiang*, Fanlu Wu, Yao Fu, Junyan Pei, Yu Zhang, Xiangzhi Li and Tianjiao Fu. A Multi-Scale Feature Fusion Based Lightweight Vehicle Target Detection Network on Aerial Optical Images[J]. Remote Sensing, 2024, 16(19): 3637.

[5] Dongdong Xu*, Zheng Li, Hao Feng, Fanlu Wu and Yongcheng Wang. Multi-Scale Feature Fusion Network with Symmetric Attention for Land Cover Classification Using SAR and Optical Images[J]. Remote Sensing, 2024, 16(6): 957.

[6] Chengrui Yu, Xiaonan Jiang*, Fanlu Wu*, Yao Fu, Yu Zhang, Xiangzhi Li, Tianjiao Fu and Junyan Pei. Research on Vehicle Detection in Infrared Aerial Images in Complex Urban and Road Backgrounds[J]. Electronics, 2024,13(2): 319.

[7] Zexian Huang, Fanlu Wu, Yao Fu, Yu Zhang and Xiaonan Jiang*. Review of deep learning-based algorithms for ship target detection from remote sensing images[J]. Optics and Precision Engineering, 2023, 31(15): 2295-2318. (in Chinese)

[8] Zexian Huang, Xiaonan Jiang*, Fanlu Wu*, Yao Fu, Yu Zhang, Tianjiao Fu and Junyan Pei. An Improved Method for Ship Target Detection Based on YOLOv4[J]. Applied Sciences, 2023,13(3): 1121.

[9] Mingkun Geng, Fanlu Wu and Dong Wang*. Lightweight Mars remote sensing image super-resolution reconstruction network[J]. Optics and Precision Engineering, 2022, 30(12): 1487-1498. (in Chinese)

[10] Fanlu Wu, Dejie Yan, Qi Ji, Dong Wang and Jihong Dong*. On-orbit real-time calculation method of solar elevation angle of sub-satellite point of Tianwen-1[J]. Optics and Precision Engineering, 2022, 30(2): 210-216. (in Chinese)

[11] Qi Ji, Dong Wang*, Dejie Yan, Fanlu Wu and Hongyuan Wang. Influence of attitude and orbit control error of Mars orbiter on image quality of high-resolution camera[J]. Optics and Precision Engineering, 2022, 30(2): 185-190. (in Chinese)

[12] Bowei Zhang, Dong Wang*, Yunfeng He, Dejie Yan, Hainan Guan and Fanlu Wu. Design of Tianwen-1 high-resolution camera anti-fuse FPGA software system[J]. Optics and Precision Engineering, 2022, 30(2): 170-177. (in Chinese)

[13] Dejie Yan, Xingguo Sun*, Haiqiu Liu, Fanlu Wu, Hainan Guan and Dong Wang. Image motion compensation method based on large elliptical orbit[J]. Optics and Precision Engineering, 2022, 30(2): 153-159. (in Chinese)

[14] Zheng Wang, Yunfeng He, Xingguo Sun, Fanlu Wu and Dong Wang*. Design of image storage and processing system for Tianwen-1 high-resolution camera[J]. Optics and Precision Engineering, 2022, 30(2): 127-136. (in Chinese)

[15] Yanchao Fan, Deyi Dong*, Chao Li, Yuxin Sun, Zhiyu Zhang, Fanlu Wu, Liwei Yang, Quhao Li and Yingjun Guan. Research and Experimental Verification on Topology-Optimization Design Method of Space Mirror Based on Additive-Manufacturing Technology[J]. Machines, 2021, 9(12): 354.

[16] Wei Yan*, Jianjun Liu, Xin Ren, Chunlai Li, Qiang Fu, Dong Wang, Jihong Dong, Xiaoxia Zhang, Wangli Chen, Xu Tan, Hai Huang, Zhirui Cao, Dejie Yan, Qi Ji and Fanlu Wu. Detection Capability Verification and Performance Test for the High Resolution Imaging Camera of China’s Tianwen-1 Mission[J]. Space Science Review, 2021, 217: 71.

[17] Fanlu Wu* and Yanchao Fan. Optical Imaging Instruments and Main Science Results of Small Body Exploration: A Review[J]. IEEE Access, 2021, 9: 78973-78992.

[18] Qingyu Meng, Dong Wang, Xiaodong Wang, Wei Li, Xianwei Yang, Dejie Yan, Yang Li, Zhirui Cao, Qi Ji, Tianyu Sun, Wei Yan*, Kejun Wang, Xiaobo Li, Jingtao Huang, Zheng Wang, Weiguo Zhao, Yan Wang, Yunfeng He, Xianpeng Hao, Wenguang Liu, Bowei Zhang, Pengji Zhou, Yunhui Li, Haibo Zhao, Lin Lu, Hainan Guan, Dali Zhou, Fanlu Wu, Fan Zhang, Shiyu Zhu and Jihong Dong*. High Resolution Imaging Camera (HiRIC) on China’s First Mars Exploration Tianwen-1 Mission[J]. Space Science Review, 2021, 217: 42.

[19] Luwei Zhang, Hongbo Shang*, Fanlu Wu, Rui Wang, Tao Sun and Jingjiang Xie. Robust Line-Based Radial Distortion Estimation From a Single Image[J]. IEEE Access, 2019, 7: 180373-180382.

[20] Hainan Guan*, Yunfeng He, Dejie Yan, Fanlu Wu, Dequan Li and Dong Wang. Design and verification of total dose effect for encoder of space camera[J]. Foreign Electronic Measurement Technology, 2019, 38(7): 122-125. (in Chinese)

[21] Fanlu Wu, Hainan Guan, Dejie Yan, Zheng Wang, Dong Wang and Qingyu Meng*. Precise Geometric Correction and Robust Mosaicking for Airborne Lightweight Optical Butting Infrared Imaging System[J]. IEEE Access, 2019, 7: 93569-93579.

[22] Xiangjun Wang*, Haoyue Bai, Fanlu Wu and Xiuling Ye. Fisheye Lens Distortion Correction Method Based on Improved Spherical Perspective Projection[J]. Journal of Graphics, 2018, 39(1): 43-49. (in Chinese)

[23] Wenliang Chen, Qingliang Dong, Feng Liu, Xiangjun Wang and Fanlu Wu. Fast Calibration Method of Multiple Line Structured Light and the Camera[J]. Infrared Technology, 2017, 39(1): 81-85. (in Chinese)

[24] Fanlu Wu, Hong Wei and Xiangjun Wang*. Correction of image radial distortion based on division model[J]. Optical Engineering, 2017, 56(1): 013108.

[25] Fanlu Wu and Xiangjun Wang*. Example-based super-resolution for single-image analysis from the Chang'e-1 Mission[J]. Research in Astronomy and Astrophysics, 2016, 16(11): 172.

[26] Fanlu Wu, Xiangjun Wang*, Hong Wei, Jianjun Liu, Feng Liu and Jinsheng Yang. Panoramic Mosaics from Chang’E-3 PCAM Images at Point A[J]. Remote Sensing, 2016, 8(10): 812.

[27] Min Zhang*, Fanlu Wu, Longxu Jin, Guoning Li, Shuangli Han and Yu Zhang. Correction Optimization of Lens Radial Distortion with Bending Measurement Function[J]. Transactions of Tianjin University, 2016, 22(4): 374-379.

[28] Min Zhang*, Longxu Jin, Fanlu Wu, Guoning Li, Yu Zhang, Wenhua Wang and Shuangli Han. Non-metric method for camera distortion correction based on Hough transform[J]. Journal of Optoelectronics · Laser, 2015, 26(11): 2217-2223. (in Chinese)

[29] Xiangjun Wang*, Yuexin Bian, Feng Liu and Fanlu Wu. Optimization of structural parameters of binocular vision system in remote 3-D coordinate measurement[J]. Optics and Precision Engineering, 2015, 23(10): 2902-2908. (in Chinese)

[30] Fanlu Wu*, Jianjun Liu, Xin Ren and Chunlai Li. Research on Panoramic Mosaics Method of Chang’E-3 Pancam Images[J]. Acta Optica Sinica, 2014, 34(9): 0915001. (in Chinese)

[31] Fanlu Wu*, Jianjun Liu, Xin Ren and Chunlai Li. Deep Space Exploration Panoramic Camera Calibration Technique Based on Circular Markers[J]. Acta Optica Sinica, 2013, 33(11): 1115002. (in Chinese)

[1]  Fanlu Wu* and Yanchao Fan. Super resolution reconstruction of Mars remote sensing images based on Swin Transformer[C]//The 2nd China Space Science Conference. 2022: 207. (in Chinese)

[2  Fanlu Wu*, Dejie Yan, Qi Ji, Hainan Guan and Dong Wang. Research on on-orbit real-time calculation method for solar elevation angle of Mars orbiter sub-satellite point[C]//The First China Space Science Conference. 2019: 423. (in Chinese)

[3]  Zheng Wang, Fanlu Wu*, Guiju Li and Dong Wang. Research on on-orbit automatic correction method of focal plane for Mars orbiter optical camera[C]//The First China Space Science Conference. 2019: 428. (in Chinese)

[4]  Dejie Yan, Fanlu Wu*, Hainan and Dong Wang. Calculate image motion velocity in a wide field of view based on curve fitting method[C]//The First China Space Science Conference. 2019: 425. (in Chinese)

[5]  Hainan Guan, Yunfeng He, Dejie Yan, Fanlu Wu* and Dong Wang. Reliability design of on-orbit operation program control instructions for space camera[C]//The First China Space Science Conference. 2019: 433. (in Chinese)

[6]  Fanlu Wu and Xiangjun Wang*. Single-image super-resolution based on sparse kernel ridge regression[C]//Proc. SPIE 10462, AOPC 2017: Optical Sensing and Imaging Technology and Applications, 1046203 (2017).

[7]  Xin Ren*, Jianjun Liu, Fanlu Wu, Fenfei Wang, Xiaoxia Zhang and Chunlai Li. Studying on the Calibration Method for Chang’E-3 Pancam[C]//44th Lunar and Planetary Science Conference, 1556 (2013).

[1]  Chunlai Li, Jianjun Liu, Lingli Mu, Xin Ren and Wei Zuo. The Chang'E-1 Topographic Atlas of the Moon (2nd Edition)[M]. Springer Berlin Heidelberg, 2016. Member of Compiling Committee.

[2]  Chunlai Li, Jianjun Liu, Lingli Mu, Xin Ren and Wei Zuo. The Chang'E-1 Topographic Atlas of the Moon[M]. SinoMaps Press, 2013. Member of Compiling Committee. (in Chinese)

[1]  “Research on multi⁃modal images fusion technology”, The 2nd Advanced Sensing Technology and Application Exchange Conference, Taiyuan, China, 2025-08-23. (in Chinese)

[2]  “Fusion awareness and application of multi⁃modal remote sensing images”, The 8th Global Intelligent Industry Conference, Shenzhen, China, 2025-03-31. (in Chinese)

[3]  “LRSTSRN: Lightweight Recursive Swin Transformer Super-Resolution Network”, The 2nd International Academic Conference on Optics and Photonics, Haikou, China, 2024-11-23. (in Chinese)

[1]  “Research on fine-grained recognition algorithm of aircraft target in remote sensing image”, 2025 Academic Conference of The Chinese Optical Society, 2025-06-13. (in Chinese)

[2]  “Recursive Swin Transformer super-resolution network for Mars images”, 2024 National Planetary Science Conference, Nanjing, China, 2024-10-09. (in Chinese)

[3]  “RSTSRN: Recursive Swin Transformer super-resolution network for Mars images”, The 6th Special Symposium on Computational Imaging Technology and Applications, Chongqing, China, 2024-05-19. (in Chinese)

[4]  “Lightweight super-resolution network based on Laplacian pyramid”, The 3rd National Photon Technology Forum, Guangzhou, China, 2023-03-31. (in Chinese)

[5]  “Learning based super-resolution reconstruction of Cheng’E-1 single frame images from”, 2016 National Doctoral Forum on Instrumentation Science and Biomedical Engineering, Beijing, China, 2016-05-29. (in Chinese)

[6]  “Single frame image super-resolution reconstruction algorithm for Chang'e-1 based on sparse kernel ridge regression”, Symposium of Key Laboratory of Lunar and Deep Space Exploration, Chinese Academy of Sciences, Beijing, China, 2016-05-27. (in Chinese)

[1] Xiaonan Jiang, Binghao Li, Yao Fu, Fanlu Wu, He Bao, Xin Gao and Yanan Wang. Remote sensing image super-resolution reconstruction method based on adaptive gating Transformer. China Patent ZL202511885646.7

[2]  Chunlei Zhao, Ming Zhu, Zhicheng Hao, Jianfeng Lu, Xin Jiang, Yunlong Gao and Fanlu Wu. Navigation method, device, system and storage medium based on image processing. China Patent ZL202311826462.4

[3]   Xiaonan Jiang, Ping Jia, Zexian Huang, Fanlu Wu, Chao Li, Mengmeng Xu, Tianjiao Fu, Qiao Sun, Yuan Yao, Yao Fu, Yu Zhang and Yansong Wang. A common aperture imaging system for optical imaging and radar detection. China Patent ZL202510965240.3

[4]   Xiaonan Jiang, Chengrui Yu, Yao Fu, Fanlu Wu, Yu Zhang, Junyan Pei, Ce Zhang and Chao Li. System and method for rapidly creating UI sequence image dataset sample. China Patent ZL202510554294.0

[5]   Ce Zhang, Chao Li, Xiaonan Jiang, Yanchao Fan, Deyi Dong, Yu Zhang and Fanlu Wu. Space camera flexible shade capable of being unfolded on-orbit section by section. China Patent ZL202510781465.3

[6]   Xiaonan Jiang, Chengrui Yu, Yao Fu, Fanlu Wu, Yu Zhang, Junyan Pei, Tianjiao Fu, Chao Li and Ce Zhang. UI automation script editing system and method based on screen capturing identification. China Patent ZL202510574426.6

[7]   Hainan Guan, Yunfeng He, Dequan Li, Fanlu Wu and Dejie Yan. Program control instruction circuit for on-orbit operation of space optical remote sensor. China Patent ZL202111439206.0

[8]   Yao Fu, Xiangqian Niu, Xiaonan Jiang, Tian Wang, Junyan Pei, Fanlu Wu and Xin Gao. Method for determining focal plane of remote sensing images. China Patent ZL202410150754.9

[9]   Hainan Guan, Yunfeng He, Dejie Yan and Fanlu Wu. Active thermal control device and method of space optical remote sensor. China Patent ZL201910943011.6

[10]  Qingyu Meng, Hongyuan Wang, Wei Wang and Fanlu Wu. A multi-focal distance axis three-mirror imaging optical system. China Patent ZL201911206955.1

[11]  Feng Liu, Xiangjun Wang, Fanlu Wu, Qingliang Dong and Chao Gao. Rapid calibration method of outfield multi-beam line-structured light vision measuring system. China Patent ZL201510481747.8

• 2023   Shuguang Talent    CIOMP, CAS
• 2021   High-level Talent   Jilin Provincial Government