Nan Zhang

ORCID: 0000-0002-1364-8637
Publications
Citations
Views
---
Saved
---
About
Contact & Profiles
Research Areas
  • Advanced Image and Video Retrieval Techniques
  • Video Surveillance and Tracking Methods
  • Infrared Target Detection Methodologies
  • Image Processing and 3D Reconstruction
  • Medical Image Segmentation Techniques
  • Advanced Neural Network Applications
  • Brain Tumor Detection and Classification
  • Generative Adversarial Networks and Image Synthesis
  • Advanced Computational Techniques and Applications
  • Lung Cancer Diagnosis and Treatment
  • Radiomics and Machine Learning in Medical Imaging
  • AI in cancer detection

Huazhong University of Science and Technology
2023-2025

Hebei Medical University
2024

Fourth Hospital of Hebei Medical University
2024

Vehicle detection in infrared aerial images is vital for both military and civilian applications, as imaging remains effective under low-light conditions various adverse weather scenarios. However, the longer wavelengths of long-wave infrared, compared to visible light, make diffraction more noticeable, leading low-frequency degradation vehicle information. Thermal radiation from environment optical system leads higher noise images. Additionally, atmospheric transport models can degrade...

10.1109/tgrs.2024.3386309 article EN IEEE Transactions on Geoscience and Remote Sensing 2024-01-01

Infrared vehicle detection based on aerial images has significant applications in military and civilian fields for the perception ability under low-light foggy conditions. However, it remains challenging due to following characteristics. First, infrared textures edges are blurred, implying a plenty of low-frequency signals shortage detailed descriptions. Second, objects present different patterns depending their thermal radiations, which hamper feature extraction convolution kernels. Third,...

10.1109/tgrs.2023.3273818 article EN IEEE Transactions on Geoscience and Remote Sensing 2023-01-01
Coming Soon ...