Automatic Evaluation of Wheat Resistance to Fusarium Head Blight Using Dual Mask-RCNN Deep Learning Frameworks in Computer Vision

A Recognition Method for Rice Plant Diseases and Pests Video Detection Based on Deep Convolutional Neural Network

(2020) Dengshan Li et al.   SENSORS

Development of a systemic crop signalling system for automated real-time plant care in vegetable crops

(2020) Wen-Hao Su et al.   BIOSYSTEMS ENGINEERING

Instance segmentation of apple flowers using the improved mask R–CNN model

(2020) Yunong Tian et al.   BIOSYSTEMS ENGINEERING

Real-time leak detection using an infrared camera and Faster R-CNN technique

(2020) Jihao Shi et al.   COMPUTERS & CHEMICAL ENGINEERING

Detection and segmentation of overlapped fruits based on optimized mask R-CNN application in apple harvesting robot

(2020) Weikuan Jia et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Diagnosis of the Severity of Fusarium Head Blight of Wheat Ears on the Basis of Image and Spectral Feature Fusion

(2020) Linsheng Huang et al.   SENSORS

Integrating spectral and image data to detect Fusarium head blight of wheat

(2020) Dong-Yan Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Dynamic Remote Sensing Prediction for Wheat Fusarium Head Blight by Combining Host and Habitat Conditions

(2020) Yingxin Xiao et al.   Remote Sensing

Hyperspectral imaging and improved feature variable selection for automated determination of deoxynivalenol in various genetic lines of barley kernels for resistance screening

(2020) Wen-Hao Su et al.   FOOD CHEMISTRY

Fingerprinting study of tuber ultimate compressive strength at different microwave drying times using mid-infrared imaging spectroscopy

(2019) Wen-Hao Su et al.   DRYING TECHNOLOGY

Potato hierarchical clustering and doneness degree determination by near-infrared (NIR) and attenuated total reflectance mid-infrared (ATR-MIR) spectroscopy

(2019) Wen-Hao Su et al.   Journal of Food Measurement and Characterization

Robotic kiwifruit harvesting using machine vision, convolutional neural networks, and robotic arms

(2019) Henry A.M. Williams et al.   BIOSYSTEMS ENGINEERING

Chemometric determination of time series moisture in both potato and sweet potato tubers during hot air and microwave drying using near/mid-infrared (NIR/MIR) hyperspectral techniques

(2019) Wen-Hao Su et al.   DRYING TECHNOLOGY

Comparison and Combination of Thermal, Fluorescence, and Hyperspectral Imaging for Monitoring Fusarium Head Blight of Wheat on Spikelet Scale

(2019) Anne-Katrin Mahlein et al.   SENSORS

Fruit detection for strawberry harvesting robot in non-structural environment based on Mask-RCNN

(2019) Yang Yu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fluorescence imaging for rapid monitoring of translocation behaviour of systemic markers in snap beans for automated crop/weed discrimination

(2019) Wen-Hao Su et al.   BIOSYSTEMS ENGINEERING

Fast implementation of real-time fruit detection in apple orchards using deep learning

(2019) Hanwen Kang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using Neural Network to Identify the Severity of Wheat Fusarium Head Blight in the Field Environment

(2019) Dongyan Zhang et al.   Remote Sensing

Detection of Fusarium Head Blight in Wheat Using a Deep Neural Network and Color Imaging

(2019) Ruicheng Qiu et al.   Remote Sensing

Non-destructive evaluation of photostability of crop signaling compounds and dose effects on celery vigor for precision plant identification using computer vision

(2019) Wen-Hao Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Embedding topological features into convolutional neural network salient object detection

(2019) Lecheng Zhou et al.   NEURAL NETWORKS

Identification of Fusarium Head Blight in Winter Wheat Ears Using Continuous Wavelet Analysis

(2019) Huiqin Ma et al.   SENSORS

Hyperspectral measurements of yellow rust and fusarium head blight in cereal crops: Part 1: Laboratory study

(2018) Rebecca L. Whetton et al.   BIOSYSTEMS ENGINEERING

Multispectral Imaging for Plant Food Quality Analysis and Visualization

(2018) Wen-Hao Su et al.   COMPREHENSIVE REVIEWS IN FOOD SCIENCE AND FOOD SAFETY

Hyperspectral quantification of wheat resistance to Fusarium head blight: comparison of two Fusarium species

(2018) E. Alisaac et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

Fourier transform mid-infrared-attenuated total reflectance (FTMIR-ATR) microspectroscopy for determining textural property of microwave baked tuber

(2018) Wen-Hao Su et al.   JOURNAL OF FOOD ENGINEERING

A Novel Approach to Assess Salt Stress Tolerance in Wheat Using Hyperspectral Imaging

(2018) Ali Moghimi et al.   Frontiers in Plant Science

Detection and analysis of wheat spikes using Convolutional Neural Networks

(2018) Md Mehedi Hasan et al.   Plant Methods

Visual assessment and computer–assisted image analysis of Fusarium head blight in the field to predict mycotoxin accumulation in wheat grains

(2017) Johann Leplat et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

Evaluation of spectral imaging for inspection of adulterants in terms of common wheat flour, cassava flour and corn flour in organic Avatar wheat ( Triticum spp.) flour

(2017) Wen-Hao Su et al.   JOURNAL OF FOOD ENGINEERING

Comparative assessment of feature-wavelength eligibility for measurement of water binding capacity and specific gravity of tuber using diverse spectral indices stemmed from hyperspectral images

(2016) Wen-Hao Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Potential of hyperspectral imaging for visual authentication of sliced organic potatoes from potato and sweet potato tubers and rapid grading of the tubers according to moisture proportion

(2016) Wen-Hao Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Multivariate analysis of hyper/multi-spectra for determining volatile compounds and visualizing cooking degree during low-temperature baking of tubers

(2016) Wen-Hao Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Facilitated wavelength selection and model development for rapid determination of the purity of organic spelt (Triticum spelta L.) flour using spectral imaging

(2016) Wen-Hao Su et al.   TALANTA

Non-Destructive and rapid evaluation of staple foods quality by using spectroscopic techniques: A review

(2015) Wen-Hao Su et al.   CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION

A Review of Imaging Techniques for Plant Phenotyping

(2014) Lei Li et al.   SENSORS

A Unified Effort to Fight an Enemy of Wheat and Barley: Fusarium Head Blight

(2012) Marcia McMullen et al.   PLANT DISEASE

Early detection of Fusarium infection in wheat using hyper-spectral imaging

(2011) E. Bauriegel et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detection of head blight (Fusarium ssp.) in winter wheat by color and multispectral image analyses

(2011) Karl-Heinz Dammer et al.   CROP PROTECTION

QTL mapping and marker-assisted selection forFusariumhead blight resistance in wheat: a review

(2009) H. Buerstmayr et al.   PLANT BREEDING