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Shinsuke Agehara

University of Florida

PO Box 117165, 201 Stuzin Hall

Gainesville, FL 32610-0496

United States

  • University of Florida

SCHOLARLY PAPERS

6

DOWNLOADS

430

TOTAL CITATIONS

6

Scholarly Papers (6)

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1.

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:

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

2.

Deep Learning-Based Postharvest Strawberry Bruise Detection Under UV and Incandescent Light

Number of pages: 26 Posted: 11 Aug 2022
Xue Zhou, Yiannis Ampatzidis, Won Suk Lee, Congliang Zhou, Shinsuke Agehara and John Kenneth Schueller
University of Florida, University of Florida, University of Florida, University of Florida, University of Florida and University of Florida
Downloads 118 (604,538)
Citation 1

Abstract:

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Strawberry bruising, UV, deep learning, Image processing

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:

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

4.

Phenological Assessment of Hops (Humulus Lupulus L.) Grown in Semi-Arid and Subtropical Climates Through Bbch Scale and a Thermal-Based Growth Model

Number of pages: 22 Posted: 30 Apr 2024
Shinsuke Agehara, Alessandra Carrubba and Roberto Marceddu
University of Florida, University of Palermo and University of Palermo
Downloads 66 (907,769)
Citation 1

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Humulus lupulus, Growth dynamics, Plant growth, Thermal sums, Vegetative stage

5.

Intermittent Sprinkler Irrigation During the Establishment of Strawberry (Fragaria ×Ananassa Duch.) Bare-Root Transplants Conserves Water Without Loss of Yield and Fruit Quality

Number of pages: 19 Posted: 25 Jun 2024
Junaid Mushtaq Lone, Shinsuke Agehara and Amr Abd-Elrahman
University of Florida, University of Florida and University of Florida
Downloads 26 (1,372,601)
Citation 1

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Irrigation management, Leaf senescence, Stand establishment, Water conservation, water stress, Water use efficiency

6.

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:

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