REAL-TIME BLOB-WISE SUGAR BEETS VS WEEDS CLASSIFICATION FOR MONITORING FIELDS USING CONVOLUTIONAL NEURAL NETWORKS

64 citations as recorded by crossref.

1. Machine learning in agriculture: a review of crop management applications I. Attri et al.
2. Weed Management of the Future S. Amend et al.
3. Maize Tassel Detection From UAV Imagery Using Deep Learning A. Alzadjali et al.
4. Seeding Crop Detection Framework Using Prototypical Network Method in UAV Images D. Zhang et al.
5. Machine Learning for Precision Agriculture Using Imagery from Unmanned Aerial Vehicles (UAVs): A Survey I. Zualkernan et al.
6. Crop classification using aerial images by analyzing an ensemble of DCNNs under multi-filter & multi-scale framework I. Kalita et al.
7. A survey of deep learning techniques for weed detection from images A. Hasan et al.
8. Training instance segmentation neural network with synthetic datasets for crop seed phenotyping Y. Toda et al.
9. A deep learning model to predict lower temperatures in agriculture M. Guillén-Navarro et al.
10. An open source workflow for weed mapping in native grassland using unmanned aerial vehicle: using Rumex obtusifolius as a case study O. Lam et al.
11. Role of digital, hyper spectral, and SAR images in detection of plant disease with deep learning network V. Bhujade & V. Sambhe
12. Deep Convolutional Neural Networks for Weeds and Crops Discrimination From UAS Imagery L. Hashemi-Beni et al.
13. A Deep Learning Approach for Weed Detection in Lettuce Crops Using Multispectral Images K. Osorio et al.
14. Weed detection in soybean crops using custom lightweight deep learning models N. Razfar et al.
15. Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research M. Ouhami et al.
16. Focus on the Crop Not the Weed: Canola Identification for Precision Weed Management Using Deep Learning M. Mckay et al.
17. Review on Convolutional Neural Networks (CNN) in vegetation remote sensing T. Kattenborn et al.
18. Image-based deep learning automated sorting of date fruit A. Nasiri et al.
19. Automated crop plant detection based on the fusion of color and depth images for robotic weed control J. Gai et al.
20. A survey: to identify plant leaf diseases by feature extraction methods and classification techniques K. Soni & R. Chandra Gangwar
21. CRowNet: Deep Network for Crop Row Detection in UAV Images M. Bah et al.
22. A W-shaped convolutional network for robust crop and weed classification in agriculture S. Moazzam et al.
23. Deep Learning with Unsupervised Data Labeling for Weed Detection in Line Crops in UAV Images M. Bah et al.
24. Maize Silage Kernel Fragment Estimation Using Deep Learning-Based Object Recognition in Non-Separated Kernel/Stover RGB Images C. Rasmussen & T. Moeslund
25. Joint Plant Instance Detection and Leaf Count Estimation for In-Field Plant Phenotyping J. Weyler et al.
26. Design and Development of a Smart Variable Rate Sprayer Using Deep Learning N. Hussain et al.
27. Smart Agriculture Applications Using Deep Learning Technologies: A Survey M. Altalak et al.
28. Automatic Parameter Tuning for Adaptive Thresholding in Fruit Detection E. Zemmour et al.
29. Using time-series imagery and 3DLSTM model to classify individual tree species C. Chen et al.
30. Deep Learning-Based Weed–Crop Recognition for Smart Agricultural Equipment: A Review H. Qu & W. Su
31. Low-Power and High-Speed Deep FPGA Inference Engines for Weed Classification at the Edge C. Lammie et al.
32. WEED DETECTION ON CARROTS USING CONVOLUTIONAL NEURAL NETWORK AND INTERNET OF THING BASED SMARTPHONE L. Patria et al.
33. Development of Deep Learning-Based Variable Rate Agrochemical Spraying System for Targeted Weeds Control in Strawberry Crop J. Liu et al.
34. Convolutional Neural Networks in Detection of Plant Leaf Diseases: A Review B. Tugrul et al.
35. Corn emergence uniformity estimation and mapping using UAV imagery and deep learning C. Vong et al.
36. Robust joint stem detection and crop‐weed classification using image sequences for plant‐specific treatment in precision farming P. Lottes et al.
37. Plant image recognition with deep learning: A review Y. Chen et al.
38. Plant Disease Detection and Classification by Deep Learning M. Saleem et al.
39. Şeker Pancarı Üretiminde Kullanılan Yapay Zekâ Teknikleri Y. ÇİÇEK et al.
40. Transforming Apple Grading: Standards Survey and Deep Learning Insights Z. Feng et al.
41. Remote sensing for precision weed management Y. Huang et al.
42. Deep learning in agriculture: A survey A. Kamilaris & F. Prenafeta-Boldú
43. Real-Time Detection of Seedling Maize Weeds in Sustainable Agriculture S. Liu et al.
44. Deep Orange: Mask R-CNN based Orange Detection and Segmentation P. Ganesh et al.
45. Fully Convolutional Networks With Sequential Information for Robust Crop and Weed Detection in Precision Farming P. Lottes et al.
46. Classification of plant diseases using machine and deep learning M. Lamba et al.
47. Maize seedling detection under different growth stages and complex field environments based on an improved Faster R–CNN L. Quan et al.
48. Deep Learning-Based Object Detection System for Identifying Weeds Using UAS Imagery A. Etienne et al.
49. Goosegrass Detection in Strawberry and Tomato Using a Convolutional Neural Network S. Sharpe et al.
50. Deep Learning for Non-Invasive Diagnosis of Nutrient Deficiencies in Sugar Beet Using RGB Images J. Yi et al.
51. Synthetic bootstrapping of convolutional neural networks for semantic plant part segmentation R. Barth et al.
52. Identification of Tobacco Crop Based on Machine Learning for a Precision Agricultural Sprayer M. Tufail et al.
53. Towards Domain Generalization in Crop and Weed Segmentation for Precision Farming Robots J. Weyler et al.
54. Controlled Lighting and Illumination-Independent Target Detection for Real-Time Cost-Efficient Applications. The Case Study of Sweet Pepper Robotic Harvesting B. Arad et al.
55. Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images R. Reedha et al.
56. Coconut trees detection and segmentation in aerial imagery using mask region‐based convolution neural network M. Iqbal et al.
57. Advances in site‐specific weed management in agriculture—A review R. Gerhards et al.
58. Joint Plant and Leaf Instance Segmentation on Field-Scale UAV Imagery J. Weyler et al.
59. Improved generalization of a plant-detection model for precision weed control T. Ruigrok et al.
60. Application-Specific Evaluation of a Weed-Detection Algorithm for Plant-Specific Spraying T. Ruigrok et al.
61. Vegetation detection and discrimination within vegetable plasticulture row-middles using a convolutional neural network S. Sharpe et al.
62. Computer Vision and Machine Learning based approaches for Food Security: A Review S. Sood & H. Singh
63. Applications of deep learning in precision weed management: A review N. Rai et al.
64. Weed Identification in Maize, Sunflower, and Potatoes with the Aid of Convolutional Neural Networks G. Peteinatos et al.