JOURNAL PUBLICATIONS

Figure for Cui et al., 2023

Kangning Cui†,‡, Ruoning Li, Sam L. Polk, Yinyi Lin, Hongsheng Zhang, James M. Murphy, Robert J. Plemmons, and Raymond H. Chan, Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering, in Trans. Geosci. Remote Sens., IEEE, 2024.
Trans - Geosci. Remote Sens. ArXiv - Preprint ckn3 - S2DL stars - S2DL forks - S2DL

Figure for Pan el al., 2024

Fei Pan, Yutong Wu, Kangning Cui, Shuxun Chen, Yanfang Li, Yaofang Liu, Adnan Shakoor, Han Zhao, Beijia Lu, Shaohua Zhi, Raymond H. Chan, and Dong Sun, Dual-View Selective Instance Segmentation Network for Unstained Live Adherent Cells in Differential Interference Contrast Images, submitted to Comput. Biol. Med., Elsevier.
ArXiv - Preprint US - Patent

Figure for Polk et al., 2023

Sam L. Polk, Kangning Cui, Aland H. Y. Chan, David A. Coomes, Robert J. Plemmons, and James M. Murphy, Unsupervised Diffusion and Volume Maximization-Based Clustering of Hyperspectral Images, in Remote Sens., MDPI, 2023.
MDPI - Remote Sens. ArXiv - Preprint sampolk - D-VIC stars - D-VIC forks - D-VIC

Figure for Camalan et al., 2022

Seda Camalan, Kangning Cui, Victor P. Pauca, Sarra Alqahtani, Miles Silman, Raymond H. Chan, Robert J. Plemmons, Evan N. Dethier, Luis E. Fernandez, and David A. Lutz, Change Detection of Amazonian Alluvial Gold Mining Using Deep Learning and Sentinel-2 Imagery, in Remote Sens., MDPI, 2022.
MDPI - Remote Sens. ASGM - Change Detection

CONFERENCE PUBLICATIONS AND POSTERS

  1. Kangning Cui†,‡, Zishan Shao, Gregory D. Larsen, Victor P. Pauca, Sarra Alqahtani, David Segurado, João Pinheiro, Manqi Wang, David A. Lutz, Robert J. Plemmons, and Miles Silman, PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learning, in Proc ACMSE, ACM, 2024.
    Proc - ACM SE '24 ArXiv - Preprint
  2. Wei Tang, Kangning Cui‡, and Raymond H. Chan, Optimized Hard Exudate Detection with Supervised Contrastive Learning, in Proc ISBI, IEEE, 2024.
    ArXiv - Preprint wetang7 - HECL stars - HECL forks - HECL
  3. Seda Camalan, Kangning Cui, Victor P. Pauca, Sarra Alqahtani, Miles Silman, Raymond H. Chan, Robert J. Plemmons, Evan N. Dethier, Luis E. Fernandez, and David A. Lutz, Detecting Change due to Alluvial Gold Mining in Peruvian Rainforest Using Recursive Convolutional Neural Networks and Contrastive Learning, in Fall Meeting, AGU, 2022.
    Google - Drive
  4. Kangning Cui†, Ruoning Li, Sam L. Polk, James M. Murphy, Robert J. Plemmons, and Raymond H. Chan, Unsupervised Spatial-spectral Hyperspectral Image Reconstruction and Clustering with Diffusion Geometry, in Proc WHISPERS, IEEE, 2022.
    Proc - WHISPERS '22 ArXiv - Preprint ckn3 - SA-Recon stars - SA-Recon forks - SA-Recon
  5. Kangning Cui†, Seda Camalan, Ruoning Li, Victor P. Pauca, Sarra Alqahtani, Robert J. Plemmons, Miles Silman, Evan N. Dethier, David A. Lutz, and Raymond H. Chan, Semi-supervised Change Detection of Small Water Bodies Using RGB and Multispectral Images in Peruvian Rainforests, in Proc WHISPERS, IEEE, 2022.
    Proc - WHISPERS '22 ArXiv - Preprint ckn3 - SVM-Change-Detection stars - SVM-Change-Detection forks - SVM-Change-Detection
  6. Sam L. Polk, Kangning Cui, Robert J. Plemmons, and James M. Murphy, Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images, in Proc IGARSS, IEEE, 2022.
    Proc - IGARSS '22 ArXiv - Preprint sampolk - D-VIC stars - D-VIC forks - D-VIC
  7. Sam L. Polk, Aland H. Y. Chan, Kangning Cui, Robert J. Plemmons, David A. Coomes, and James M. Murphy, Unsupervised Detection of Ash Dieback Disease (Hymenoscyphus Fraxineus) Using Diffusion-based Hyperspectral Image Clustering, in Proc IGARSS, IEEE, 2022.
    Proc - IGARSS '22 ArXiv - Preprint
  8. Ruoning Li, Kangning Cui, Raymond H. Chan, and Robert J. Plemmons, Classification of Hyperspectral Images Using SVM with Shape-adaptive Reconstruction and Smoothed Total Variation, in Proc IGARSS, IEEE, 2022.
    Proc - IGARSS '22 ArXiv - Preprint ckn3 - SA-Recon stars - SA-Recon forks - SA-Recon
  9. Kangning Cui†,‡ and Robert J. Plemmons, Unsupervised Classification of AVIRIS-NG Hyperspectral Images, in Proc WHISPERS, IEEE, 2021.
    Proc - WHISPERS '21 ckn3 - UnsupAVIRISNG stars - UnsupAVIRISNG forks - UnsupAVIRISNG

† indicates the first authorship, ‡ indicates the correspondence.