Nian Wang

Nian Wang

Xi’an Research Institute of High-tech

My name is Nian Wang (王念). From 2022.03, I work as a PhD candidate at Xi’an Research Institute of High-tech, Xi’an, Shaanxi, China.

My researches focus on machine Learning (deep Learning) and its applications to image (video) processing, computer vision and data mining. My current interests include image (video) restoration, data clustering (classification) and object recognition (tracking). I have published 20+ papers related to above topics on some international conferences and journals with .

Now I am severing as a reviewer for IEEE TIP, TMM, TCSVT, SPL, pattern recognition and knowledge-based systems etc.

For academic exchange or cooperation, please feel free to email me at nianwang04@outlook.com.

📝 Publications

2025

  • Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training, Yunwei Lan, Zhigao Cui, Chang Liu, Jialun Peng, Nian Wang, Xin Luo, Dong Liu, AAAI 2025. Code
  • Real Scene Single Image Dehazing Network with Multi-Prior Guidance and Domain Transfer, Yanzhao Su, Nian Wang, Zhigao Cui, Yanping Cai, Chuan He, Aihua Li, IEEE TMM. Code
  • Structured Doubly Stochastic Graph-Based Clustering, Nian Wang, Zhigao Cui, Aihua Li, Yihang Lu, Rong Wang and Feiping Nie, IEEE TNNLS. Code

2024

  • Hard-sample guided cluster refinement for unsupervised person re-identification, Cong Zhang, Yanzhao Su, Nian Wang, Yunwei Lan, Tao Wang, Aihua Li, Signal, Image and Video Processing. Code
  • Capsule Attention Network for Hyperspectral Image Classification, Nian Wang, Aitao Yang, Zhigao Cui, Yao Ding, Yuanliang Xue, Yanzhao Su, Remote Sensing. Code
  • Handling occlusion in uav visual tracking with query-guided redetection, Yuanliang Xue, Tao Shen, Guodong Jin, Lining Tan, Nian Wang, Lianfeng Wang, Jing Gao, IEEE TIM. Code
  • Consistent Representation Mining for Multi-Drone Single Object Tracking, Yuanliang Xue, Guodong Jin, Tao Shen, Lining Tan, Nian Wang, Jing Gao, Lianfeng Wang, IEEE TCSVT. Code

2023

  • Smalltrack: Wavelet pooling and graph enhanced classification for uav small object tracking, Yuanliang Xue, Guodong Jin, Tao Shen, Lining Tan, Nian Wang, Jing Gao, Lianfeng Wang, IEEE TGRS. Code
  • Physical model and image translation fused network for single-image dehazing, Yan Zhao Su, Chuan He, Zhi Gao Cui, Ai Hua Li, Nian Wang, Pattern Recognition. Code

🎖 Honors and Awards

  • 2022.12 excellent master dissertation from the China Ordnance Industry Society.

📖 Educations

  • *2022.03 - now, Doctor, Computer Science, Xi’an Research Institute of High-tech, Xi’an, Shaanxi, China.
  • *2019.09 - 2021.12, Master, Computer Science, Xi’an Research Institute of High-tech, Xi’an, Shaanxi, China.
  • *2015.09 - 2019.06, Bachelor, Computer Science, Xi’an Research Institute of High-tech, Xi’an, Shaanxi, China.