Publications

95 entries « 3 of 10 »

2024

21.
Comparing YOLOv8 and Mask R-CNN for instance segmentation in complex orchard environments

Ranjan Sapkota; Dawood Ahmed; Manoj Karkee

Comparing YOLOv8 and Mask R-CNN for instance segmentation in complex orchard environments Journal Article

In: Artificial Intelligence in Agriculture, vol. 13, pp. 84–99, 2024, ISSN: 2589-7217.

Abstract | Links | BibTeX | Tags: Artificial intelligence, Automation, Deep learning, Machine Learning, Machine vision, Mask R-CNN, Robotics, YOLOv8

22.
Edge compute algorithm enabled localized crop physiology sensing system for apple (textitMalus domestica Borkh.) crop water stress monitoring

Basavaraj R. Amogi; Nisit Pukrongta; Lav R. Khot; Bernardita V. Sallato

Edge compute algorithm enabled localized crop physiology sensing system for apple (textitMalus domestica Borkh.) crop water stress monitoring Journal Article

In: Computers and Electronics in Agriculture, vol. 224, pp. 109137, 2024, ISSN: 0168-1699.

Abstract | Links | BibTeX | Tags: AI, Farm Ops

23.
Data-Driven Model to Improve Mechanical Harvesters for Nut Trees

Mohsen Farajijalal, Samira Malek, Arash Toudeshki, Joshua H. Viers, Reza Ehsani

Data-Driven Model to Improve Mechanical Harvesters for Nut Trees Proceedings Article

In: ASABE, 2024.

Abstract | Links | BibTeX | Tags:

24.
Slicing-Aided Hyper Inference for Enhanced Fruit Bud Detection and Counting in Apple Orchards during Dormant Season

Dawood Ahmed, Ranjan Sapkota, Martin Churuvija, Matthew Whiting, Manoj Karkee

Slicing-Aided Hyper Inference for Enhanced Fruit Bud Detection and Counting in Apple Orchards during Dormant Season Proceedings Article

In: ASABE, 2024.

Abstract | Links | BibTeX | Tags:

25.
Dynamic precipitation phase partitioning improves modeled simulations of snow across the Northwest US

Bhupinderjeet Singh; Mingliang Liu; John Abatzoglou; Jennifer Adam; Kirti Rajagopalan

Dynamic precipitation phase partitioning improves modeled simulations of snow across the Northwest US Journal Article

In: EGUsphere, pp. 1–24, 2024, (Publisher: Copernicus GmbH).

Abstract | Links | BibTeX | Tags:

26.
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes

Syrine Belakaria; Benjamin Letham; Janardhan Rao Doppa; Barbara Engelhardt; Stefano Ermon; Eytan Bakshy

Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes Proceedings Article

In: arXiv, 2024, (arXiv:2407.09739).

Abstract | Links | BibTeX | Tags: Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Statistics - Machine Learning

27.
Who shares about AI? Media exposure, psychological proximity, performance expectancy, and information sharing about artificial intelligence online

Alex W. Kirkpatrick; Amanda D. Boyd; Jay D. Hmielowski

Who shares about AI? Media exposure, psychological proximity, performance expectancy, and information sharing about artificial intelligence online Journal Article

In: AI & SOCIETY, 2024, ISSN: 1435-5655.

Abstract | Links | BibTeX | Tags: Artificial intelligence, Information sharing, Media exposure, Psychological distance, Public engagement with science and technology

28.
Learning Decentralized Multi-Biped Control for Payload Transport

Bikram Pandit; Ashutosh Gupta; Mohitvishnu S. Gadde; Addison Johnson; Aayam Kumar Shrestha; Helei Duan; Jeremy Dao; Alan Fern

Learning Decentralized Multi-Biped Control for Payload Transport Proceedings

arXiv, 2024, (arXiv:2406.17279).

Abstract | Links | BibTeX | Tags: Computer Science - Artificial Intelligence, Computer Science - Robotics

29.
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration

Yuanjie Shi; Subhankar Ghosh; Taha Belkhouja; Janardhan Rao Doppa; Yan Yan

Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration Proceedings

arXiv, 2024, (arXiv:2406.06818).

Abstract | Links | BibTeX | Tags: Computer Science - Machine Learning

30.
Relating microtensiometer-based trunk water potential with sap flow, canopy temperature, and trunk and fruit diameter variations for irrigated ‘Honeycrisp’ apple

Victor Blanco; Lee Kalcsits

Relating microtensiometer-based trunk water potential with sap flow, canopy temperature, and trunk and fruit diameter variations for irrigated ‘Honeycrisp’ apple Journal Article

In: Frontiers in Plant Science, vol. 15, 2024, ISSN: 1664-462X, (Publisher: Frontiers).

Abstract | Links | BibTeX | Tags: Continuous measurements, fruit growth, Plant-based sensors, Precision irrigation, Tree water status indicators, water potential

95 entries « 3 of 10 »