Fast detection and location of longan fruits using UAV images

A deep learning approach for anthracnose infected trees classification in walnut orchards

(2021) A. Anagnostis et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Disease and pest infection detection in coconut tree through deep learning techniques

(2021) Piyush Singh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Performance of deep learning models for classifying and detecting common weeds in corn and soybean production systems

(2021) Aanis Ahmad et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Yield estimation in cotton using UAV-based multi-sensor imagery

(2020) Aijing Feng et al.   BIOSYSTEMS ENGINEERING

Fruit detection, segmentation and 3D visualisation of environments in apple orchards

(2020) Hanwen Kang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Visual detection of green mangoes by an unmanned aerial vehicle in orchards based on a deep learning method

(2020) Juntao Xiong et al.   BIOSYSTEMS ENGINEERING

Classification of soybean leaf wilting due to drought stress using UAV-based imagery

(2020) Jing Zhou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

UAV environmental perception and autonomous obstacle avoidance: A deep learning and depth camera combined solution

(2020) Dashuai Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Multi-class object detection using faster R-CNN and estimation of shaking locations for automated shake-and-catch apple harvesting

(2020) Jing Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Faster R–CNN–based apple detection in dense-foliage fruiting-wall trees using RGB and depth features for robotic harvesting

(2020) Longsheng Fu et al.   BIOSYSTEMS ENGINEERING

Multi-class fruit-on-plant detection for apple in SNAP system using Faster R-CNN

(2020) Fangfang Gao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluation of cotton emergence using UAV-based imagery and deep learning

(2020) Aijing Feng et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Integration of RGB-based vegetation index, crop surface model and object-based image analysis approach for sugarcane yield estimation using unmanned aerial vehicle

(2020) Sumesh K.C. et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning – Method overview and review of use for fruit detection and yield estimation

(2019) Anand Koirala et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Salient object detection for RGB-D image by single stream recurrent convolution neural network

(2019) Zhengyi Liu et al.   NEUROCOMPUTING

Deep learning classifiers for hyperspectral imaging: A review

(2019) M.E. Paoletti et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural Networks

(2019) Everton Castelao Tetila et al.   IEEE Geoscience and Remote Sensing Letters

Surface-Aware Blind Image Deblurring

(2019) Jun Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Effective and Efficient Detection of Moving Targets From a UAV’s Camera

(2018) Sara Minaeian et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Blind image deblurring by promoting group sparsity

(2018) Dong Gong et al.   NEUROCOMPUTING

An explainable deep machine vision framework for plant stress phenotyping

(2018) Sambuddha Ghosal et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

(2018) Mohammad Sadegh Norouzzadeh et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Harvest glove and LabView based mechanical damage determination on apples

(2018) Abdullah Beyaz   SCIENTIA HORTICULTURAE

Computer vision and artificial intelligence in precision agriculture for grain crops: A systematic review

(2018) Diego Inácio Patrício et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION