Jian Jin
Environmental Science · Purdue University West Lafayette
Publications
40
Citations
1,160
Est. group size
~5
Recurring co-author estimate
Active years
21
Publishing since 2005
Jian Jin's work focuses on using imaging and machine learning to analyze plants and other materials, including hyperspectral and multispectral imaging for detecting crop diseases and measuring plant traits, calibration methods to make imaging systems comparable across devices, and remote sensing image analysis. More recent work also includes computer vision topics such as image editing with generative AI models and change detection in satellite imagery.
Publication output has fluctuated over the past decade, rising to a peak in 2020, dipping afterward, and showing a recent uptick in 2025, without a clear steady growth pattern.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- UniCanvas: Affordance-Aware Unified Real Image Editing via Customized Text-to-Image Generation
International Journal of Computer Vision · 2025
- Exploring multi-semantic disentangled controls in GANs using conjugate gradient optimization
Pattern Recognition Letters · 2025
- TtfDiffusion: Training-free and text-free image editing in diffusion models with structural and semantic disentanglement
Neurocomputing · 2024
- Proximal Hyperspectral Imaging for Early Detection and Disease Development Prediction of Septoria Leaf Blotch in Wheat Using Spectral–Temporal Features
SSRN Electronic Journal · 2024
- Common Latent Space Exploration for Calibration Transfer across Hyperspectral Imaging-Based Phenotyping Systems
Remote Sensing · 2022
- Image processing and machine learning based cavings characterization and classification
Journal of Petroleum Science and Engineering · 2021
- Predictive spectral analysis using an end-to-end deep model from hyperspectral images for high-throughput plant phenotyping
Computers and Electronics in Agriculture · 2020
- Precise Estimation of NDVI with a Simple NIR Sensitive RGB Camera and Machine Learning Methods for Corn Plants
Sensors · 2020
- Calibration transfer across multiple hyperspectral imaging-based plant phenotyping systems: I – Spectral space adjustment
Computers and Electronics in Agriculture · 2020
- Registration of UAV Images Using Improved Structural Shape Similarity Based on Mathematical Morphology and Phase Congruency
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020
- LeafScope: A Portable High-Resolution Multispectral Imager for In Vivo Imaging Soybean Leaf
Sensors · 2020
- An Advanced Superpixel-Based Markov Random Field Model for Unsupervised Change Detection
IEEE Geoscience and Remote Sensing Letters · 2019
- Robust Multisource Remote Sensing Image Registration Method Based on Scene Shape Similarity
Photogrammetric Engineering & Remote Sensing · 2019
- Current and future applications of statistical machine learning algorithms for agricultural machine vision systems
Computers and Electronics in Agriculture · 2018
- A compact finger-vein identification system based on infrared imaging
2017
- Computers and Electronics in Agriculture×8
- Sensors×7
- Remote Sensing×4
- SSRN Electronic Journal×2
- IEEE Geoscience and Remote Sensing Letters×1
- Ziling Chen
Environmental Science · Purdue University West Lafayette
- Yirui Huang
Environmental Science · The Ohio State University
- Sami Khanal
Environmental Science · The Ohio State University
- Chris Hoagland
Environmental Science · Purdue University West Lafayette
- Chongyuan Zhang
Environmental Science · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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