activity
20192024
most citedComparing YOLOv8 and Mask R-CNN for instance segmentation in complex orchard environments

192 citations · 443 across the 13 of their papers we have counts for

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Showing cs.ROShow all

6 papers · 1 filter

cs.RO2023

Robotic Pollination of Apples in Commercial Orchards

Ranjan Sapkota, Dawood Ahmed, Salik Ram Khanal +4

This research presents a novel, robotic pollination system designed for targeted pollination of apple flowers in modern fruiting wall orchards. Developed in response to the challen…

cs.RO2023

Design, Modeling, and Control of a Low-Cost and Rapid Response Soft-Growing Manipulator for Orchard Operations

Ryan Dorosh, Justin Allen, Zixuan He +10

Tree fruit growers around the world are facing labor shortages for critical operations, including harvest and pruning. There is a great interest in developing robotic solutions for…

cs.RO2023★ 17 cited

Machine Vision-Based Crop-Load Estimation Using YOLOv8

Dawood Ahmed, Ranjan Sapkota, Martin Churuvija +1

Labor shortages in fruit crop production have prompted the development of mechanized and automated machines as alternatives to labor-intensive orchard operations such as harvesting…

cs.RO2023★ 22 cited

Design, Integration, and Field Evaluation of a Robotic Blossom Thinning System for Tree Fruit Crops

Uddhav Bhattarai, Qin Zhang, Manoj Karkee

The US apple industry relies heavily on semi-skilled manual labor force for essential field operations such as training, pruning, blossom and green fruit thinning, and harvesting.…

cs.RO2022★ 13 cited

An autonomous robot for pruning modern, planar fruit trees

Alexander You, Nidhi Parayil, Josyula Gopala Krishna +7

Dormant pruning of fruit trees is an important task for maintaining tree health and ensuring high-quality fruit. Due to decreasing labor availability, pruning is a prime candidate…

cs.RO2019★ 49 cited

The Use of Agricultural Robots in Orchard Management

Qin Zhang, Manoj Karkee, Amy Tabb

Book chapter that summarizes recent research on agricultural robotics in orchard management, including Robotic pruning, Robotic thinning, Robotic spraying, Robotic harvesting, Robo…