Publications

Journals

• Lintao Peng, Chang Li, Wenhui Liu, Siyu Xie, Xue Chen, Fei Xiao, Liheng Bian (2025)
  Boosting bacterial detection with hyperspectral mining.
  Optica, 2025, vol. 12, no. 3, pp. 315-324.

• Lintao Peng, Wenhui Liu, Siyu Xie, Lin Ye, Peng Ye, Fei Xiao, Liheng Bian* (2025)
  Uncertainty-driven parallel transformer-based segmentation for oral disease dataset.
  IEEE Transactions on Image Processing, 2025, vol. 34, pp. 1632-1644.
  

• Lintao Peng, Siyu Xie, Hui Lu, Liheng Bian* (2023)
  Large-scale single-pixel imaging and sensing.
  Advanced Photonics Nexus, 2025, vol. 4, no. 2, pp. 026010.
  

• Lintao Peng, Chunli Zhu, Liheng Bian* (2023)
  U-shape Transformer for Underwater Image Enhancement.
  IEEE Transactions on Image Processing, 2023, vol. 32, pp. 3066-3079.

• Lintao Peng, Siyu Xie, Tong Qin, Lu Cao, Liheng Bian* (2023)
  Image-free single-pixel object detection.
  Optics Letters, 2023, vol. 48, no. 10, pp. 2527-2530.
  Highlighted by Editor’s pick, and reported by Optica News: Researchers detect and classify multiple objects without images.

• Lintao Peng, Liheng Bian*, Tiexin Liu, Jun Zhang. (2021)
  Agile wide-field imaging with selective high resolution.
  Optics Express, 2021, vol. 29, no. 22, pp. 35602-35612.

• Liheng Bian*, Haoze Song, Lintao Peng, et al.
  High-resolution single-photon imaging with physics-informed deep learning.
  Nature Communications, 2023, vol. 14, no. 5902, pp. 1-13.

• Siyu Xie, Lintao Peng, Liheng Bian*
  Large-scale single-pixel imaging via deep learning.
  Proc. SPIE 12317, Optoelectronic Imaging and Multimedia Technology IX, 1231703 (4 January 2023).
  

• Yongqi Cao, Hui Bao, Lintao Peng
  Single-Photon-Camera-Based Time and Spatially Resolved Electroluminescence Spectroscopy for Micro-LED Analysis.
  ACS Photonics, 2024, vol. 11, no. 2, pp. 731–736.

• Liu Sitian, Lintao Peng, Xuyang Chang and Chunli Zhu*
  Adaptive dual-domain learning for hyperspectral anomaly detection with state space models.
  IEEE Transactions on Geoscience and Remote Sensing, 2025, vol. 63, pp. 1-19.
  

Conference

• Lintao Peng, Siyu Xie, Liheng Bian* (2024)
  Uncertainty-driven spectral compressive imaging with spatial-frequency transformer.
  ECCV, 2024.
  

• Lintao Peng, Liheng Bian* (2024)
  Adaptive dual-domain learning for underwater image enhancement.
  AAAI, 2025.