Computers and Electronics in Agriculture

Title Publication Date Language Citations
Deep learning in agriculture: A survey2018/04/01English1,647
Deep learning models for plant disease detection and diagnosis2018/02/01English886
A review of advanced techniques for detecting plant diseases2010/06/01English609
Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review2018/08/01English570
Apparent soil electrical conductivity measurements in agriculture2005/03/01English569
Verification of color vegetation indices for automated crop imaging applications2008/10/01English525
Apple detection during different growth stages in orchards using the improved YOLO-V3 model2019/02/01English500
Soil properties influencing apparent electrical conductivity: a review2005/03/01English482
Early detection and classification of plant diseases with Support Vector Machines based on hyperspectral reflectance2010/10/01English461
A comparative study of fine-tuning deep learning models for plant disease identification2019/06/01English433
Crop yield prediction using machine learning: A systematic literature review2020/10/01English420
Wireless sensors in agriculture and food industry—Recent development and future perspective2006/01/01English402
Computer vision and artificial intelligence in precision agriculture for grain crops: A systematic review2018/10/01English393
Wireless sensor networks for agriculture: The state-of-the-art in practice and future challenges2015/10/01English393
A review on the practice of big data analysis in agriculture2017/12/01English387
Autonomous robotic weed control systems: A review2008/04/01English374
On-the-go soil sensors for precision agriculture2004/07/01English340
Agricultural land use suitability analysis using GIS and AHP technique2013/09/01English337
Using deep transfer learning for image-based plant disease identification2020/06/01English337
Testing the performance of spatial interpolation techniques for mapping soil properties2006/02/01English336
Sensors and systems for fruit detection and localization: A review2015/08/01English311
Multi-temporal mapping of the vegetation fraction in early-season wheat fields using images from UAV2014/04/01English305
Fruit detection for strawberry harvesting robot in non-structural environment based on Mask-RCNN2019/08/01English302
Deep learning for plant identification using vein morphological patterns2016/09/01English301
An overview of current and potential applications of thermal remote sensing in precision agriculture2017/06/01English301
IoT and agriculture data analysis for smart farm2019/01/01English292
A survey of image processing techniques for plant extraction and segmentation in the field2016/07/01English284
Impact of dataset size and variety on the effectiveness of deep learning and transfer learning for plant disease classification2018/10/01English276
A review on weed detection using ground-based machine vision and image processing techniques2019/03/01English276
Deep learning – Method overview and review of use for fruit detection and yield estimation2019/07/01English273