default author photo

Zijing Huang

University of Florida

PO Box 117165, 201 Stuzin Hall

Gainesville, FL 32610-0496

United States

  • University of Florida

SCHOLARLY PAPERS

5

DOWNLOADS

457

TOTAL CITATIONS

3

Scholarly Papers (5)

Actions:
Email selected abstracts
1.

Strawba Yolo: A Specialized Mamba-Based Yolo Model for Strawberry Detection

Number of pages: 30 Posted: 03 Jan 2025 Last Revised: 04 Dec 2025
Zijing Huang, Won Suk Lee and Peigeng Zhang
University of Florida, University of Florida and University of Florida
Downloads 166 (451,954)

Abstract:

Loading...

Machine Learning, Strawberry yield, Computer Vision, Object Detection, Mamba

2.

Advanced Canopy Size Estimation in Strawberry Production: A Machine Learning Approach Using Yolov8 and Sam

Number of pages: 23 Posted: 28 Oct 2024
Zijing Huang, Won Suk Lee, Peng Yang, Yiannis Ampatzidis, Shinsuke Agehara and Natalia A. Peres
University of Florida, University of Florida, University of Florida, University of Florida, University of Florida and University of Florida
Downloads 141 (521,245)
Citation 3

Abstract:

Loading...

Image Segmentation, Machine learning, precision agriculture, Prompt Selection Algorithm, Segment Anything Model

3.

PhyMuT: A Physics-Aware, Multi-Modal Time-Series Model for Strawberry Yield Forecasting

Number of pages: 33 Posted: 05 Nov 2025
Zijing Huang, Won Suk Lee, Yiannis Ampatzidis, Shinsuke Agehara and Natalia A. Peres
University of Florida, University of Florida, University of Florida, University of Florida and University of Florida
Downloads 71 (867,774)

Abstract:

Loading...

ByteTrack tracker, Meteorological data, Physics aware, Precision agriculture, Strawberry yield.

4.

Sasp: Segment Any Strawberry Plant, an End-to-End Strawberry Canopy Volume Estimation

Number of pages: 31 Posted: 11 Mar 2025
Zijing Huang, Won Suk Lee, Peigeng Zhang, Hongyoung Jeon and Heping Zhu
University of Florida, University of Florida, University of Florida, affiliation not provided to SSRN and USDA-ARS
Downloads 71 (867,774)

Abstract:

Loading...

3D Reconstruction, Computer Vision, End-to-end, Gaussian Splatting, Strawberry Canopy Volume Estimation

5.

AgriBerry Vision: A Sprayer-Mounted Georeferenced Imaging Module for Strawberry Phenology Monitoring

Number of pages: 25 Posted: 25 May 2026
Zijing Huang, Won Suk Lee, Ruoyao Qin, Yiannis Ampatzidis, Shinsuke Agehara and Natalia A. Peres
University of Florida, University of Florida, University of Florida, University of Florida, University of Florida and University of Florida
Downloads 8 (1,555,090)

Abstract:

Loading...

Computer vision, georeferenced imaging, Precision agriculture, spatial mapping, sprayer mounted sensing, strawberry phenology