Publications

publications by categories in reversed chronological order.

2024

  1. adaptive.png
    Adaptive Multi-Resolution Encoding for Interactive Large-Scale Volume Visualization through Functional Approximation
    Jianxin Sun, David Lenz, Hongfeng Yu, and 1 more author
    Proceedings of IEEE Symposium on Large Data Analysis and Visualization(LDAV) 2024, 2024
    arXiv PDF Code
  2. rmdnCache.gif
    RmdnCache: Dual Space Prefetching Neural Network for Large-Scale Volume Visualization
    Jianxin Sun, Xinyan Xie, and Hongfeng Yu
    IEEE Transactions on Visualization and Computer Graphics, 2024
    PDF

2023

  1. scalable_small.png
    Scalable Volume Visualization for Big Scientific Data Modeled by Functional Approximation
    Jianxin Sun, David Lenz, Hongfeng Yu, and 1 more author
    Big Data, 2023
    PDF
  2. soil_small.png
    Visualization of 3D Hyperspectral Soil Mapping Data via Autoencoder-based Clustering
    Jianxin Sun, Xinyan Xie, Yu Pan, and 3 more authors
    Big Data, 2023
    PDF
  3. mfadvr.gif
    MFA-DVR: Direct Volume Rendering of MFA Models
    Jianxin Sun, David Lenz, Hongfeng Yu, and 1 more author
    Journal of Visualization, 2023
    PDF Code
  4. Machine Learning
    Application of Machine Learning in Groundwater Quality Modeling - A Comprehensive Review
    Ryan Haggerty, Jianxin Sun, Hongfeng Yu, and 1 more author
    Water Research, 2023
    PDF

2022

  1. Full Stack Web Dev
    OneLNK: One Link to Rule Them All: Web-based Wireless Experimentation for Multi-vendor Remotely Accessible Indoor/Outdoor Testbeds
    Mohammad M. R. Lunar, Jianxin Sun, John Wensowitch, and 14 more authors
    ACM WiNTECH, 2022
    PDF

2021

  1. Computer Vision
    Novel 3D Imaging Systems for High-Throughput Phenotyping of Plants
    Tian Gao, Feiyu Zhu, Puneet Paul, and 7 more authors
    Remote Sensing, 2021
    PDF

2020

    2019

    1. Deep Learning
      Spatial-Temporal Scientific Data Clustering via Deep Convolutional Neural Network
      Jianxin Sun, Chunxia Wu, Yufeng Ge, and 2 more authors
      Big Data, 2019
      PDF
    2. Computer Vision
      Plant Event Detection from Time-Varying Point Clouds
      Tian Gao, Jianxin Sun, Feiyu Zhu, and 4 more authors
      Big Data, 2019
      PDF
    3. Visualization
      Exploring Eye Tracking Data on Source Code via Dual Space Analysis
      Li Zhang, Jianxin Sun, Bonita Peterson, and 1 more author
      VISSOFT, 2019
      PDF

    2016

    1. Computer Vision
      Modeling Dormant Fruit Trees for Agricultural Automation
      Henry Medeiros, Donghun Kim, Jianxin Sun, and 4 more authors
      Journal of Field Robotics, 2016
      PDF

    2015

    1. Computer Vision
      Automation of Dormant Pruning in Specialty Crop Production: An Adaptive Framework for Automatic Reconstruction and Modeling of Apple Trees
      Noha M. Elfiky, Shayan A. Akbar, Jianxin Sun, and 2 more authors
      CVPR Workshop, 2015
      PDF

    2011

    1. Data Modeling
      Battery Capacity Footprinting and Optimization Analysis for Wireless Multimedia Communication
      Jianxin Sun, Dalei Wu, and Song Ci
      IEEE Globecom, 2011
      PDF

    2010

    1. Computer Vision
      Innovative Effector Design for Simulation Training in Robotic Surgery
      Jianxin Sun, Song Ci, Chien Jung-Hung, and 4 more authors
      BMEI, 2010
      PDF