Detection and classification of soybean pests using deep learning with UAV images

Semi-supervised learning with convolutional neural networks for UAV images automatic recognition

(2019) Willian Paraguassu Amorim et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detection of multi-tomato leaf diseases (late blight, target and bacterial spots) in different stages by using a spectral-based sensor

(2018) Jinzhu Lu et al.   Scientific Reports

Identification of Soybean Foliar Diseases Using Unmanned Aerial Vehicle Images

(2017) Everton Castelao Tetila et al.   IEEE Geoscience and Remote Sensing Letters

A survey on image-based insect classification

(2017) Maxime Martineau et al.   PATTERN RECOGNITION

An Opto-Electronic Sensor for Detecting Soil Microarthropods and Estimating Their Size in Field Conditions

(2017) Csongor Gedeon et al.   SENSORS

A Robust Deep-Learning-Based Detector for Real-Time Tomato Plant Diseases and Pests Recognition

(2017) Alvaro Fuentes et al.   SENSORS

BioLeaf: A professional mobile application to measure foliar damage caused by insect herbivory

(2016) Bruno Brandoli Machado et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Improving semi-supervised learning through optimum connectivity

(2016) Willian P. Amorim et al.   PATTERN RECOGNITION

An evaluation of the contribution of ultraviolet in fused multispectral images for invertebrate detection on green leaves

(2016) Huajian Liu et al.   PRECISION AGRICULTURE

A review of recent sensing technologies to detect invertebrates on crops

(2016) Huajian Liu et al.   PRECISION AGRICULTURE

Pose estimation-dependent identification method for field moth images using deep learning architecture

(2015) Chenglu Wen et al.   BIOSYSTEMS ENGINEERING

Evaluating classification and feature selection techniques for honeybee subspecies identification using wing images

(2015) Felipe Leno da Silva et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

ImageNet Large Scale Visual Recognition Challenge

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

Deep learning

(2015) Yann LeCun et al.   NATURE

Early Detection and Quantification of Verticillium Wilt in Olive Using Hyperspectral and Thermal Imagery over Large Areas

(2015) Rocío Calderón et al.   Remote Sensing

Automatic threshold method and optimal wavelength selection for insect-damaged vegetable soybean detection using hyperspectral images

(2014) Yanan Ma et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using digital image processing for counting whiteflies on soybean leaves

(2014) Jayme Garcia Arnal Barbedo   JOURNAL OF ASIA-PACIFIC ENTOMOLOGY

Detection of Callosobruchus maculatus (F.) infestation in soybean using soft X-ray and NIR hyperspectral imaging techniques

(2014) V. Chelladurai et al.   JOURNAL OF STORED PRODUCTS RESEARCH

Comparison of two aerial imaging platforms for identification of Huanglongbing-infected citrus trees

(2013) Francisco Garcia-Ruiz et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Recent advances in sensing plant diseases for precision crop protection

(2012) Anne-Katrin Mahlein et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A new automatic identification system of insect images at the order level

(2012) Jiangning Wang et al.   KNOWLEDGE-BASED SYSTEMS

An insect classification analysis based on shape features using quality threshold ARTMAP and moment invariant

(2011) Shahrul Nizam Yaakob et al.   APPLIED INTELLIGENCE

Association analysis of vegetable soybean quality traits with SSR markers

(2011) Jinfeng Hou et al.   PLANT BREEDING

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Study on non-destructive evaluation methods for defect pods for green soybean processing by near-infrared spectroscopy

(2009) Panmanas Sirisomboon et al.   JOURNAL OF FOOD ENGINEERING

Speeded-Up Robust Features (SURF)

(2008) Herbert Bay et al.   COMPUTER VISION AND IMAGE UNDERSTANDING