Real-time guava tree-part segmentation using fully convolutional network with channel and spatial attention

Semantic segmentation for partially occluded apple trees based on deep learning

(2021) Zijue Chen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Three-dimensional reconstruction of guava fruits and branches using instance segmentation and geometry analysis

(2021) Guichao Lin et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Collision-free path planning for a guava-harvesting robot based on recurrent deep reinforcement learning

(2021) Guichao Lin et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

BiSeNet V2: Bilateral Network with Guided Aggregation for Real-Time Semantic Segmentation

(2021) Changqian Yu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Boosting plant-part segmentation of cucumber plants by enriching incomplete 3D point clouds with spectral data

(2021) Frans P. Boogaard et al.   BIOSYSTEMS ENGINEERING

A real-time branch detection and reconstruction mechanism for harvesting robot via convolutional neural network and image segmentation

(2021) Hao Wan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning based segmentation for automated training of apple trees on trellis wires

(2020) Yaqoob Majeed et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Optimising realism of synthetic images using cycle generative adversarial networks for improved part segmentation

(2020) R. Barth et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Guava Detection and Pose Estimation Using a Low-Cost RGB-D Sensor in the Field

(2019) Guichao Lin et al.   SENSORS

Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Data synthesis methods for semantic segmentation in agriculture: A Capsicum annuum dataset

(2018) R. Barth et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Branch detection for apple trees trained in fruiting wall architecture using depth features and Regions-Convolutional Neural Network (R-CNN)

(2018) Jing Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Synthetic bootstrapping of convolutional neural networks for semantic plant part segmentation

(2017) R. Barth et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detection of cherry tree branches with full foliage in planar architecture for automated sweet-cherry harvesting

(2016) Suraj Amatya et al.   BIOSYSTEMS ENGINEERING

Apple tree branch segmentation from images with small gray-level difference for agricultural harvesting robot

(2016) Wei Ji et al.   OPTIK

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION