Fast detection of banana bunches and stalks in the natural environment based on deep learning (English)
- New search for: Fu, Lanhui
- New search for: Wu, Fengyun
- New search for: Zou, Xiangjun
- New search for: Jiang, Yinlong
- New search for: Lin, Jiaquan
- New search for: Yang, Zhou
- New search for: Duan, Jieli
- New search for: Fu, Lanhui
- New search for: Wu, Fengyun
- New search for: Zou, Xiangjun
- New search for: Jiang, Yinlong
- New search for: Lin, Jiaquan
- New search for: Yang, Zhou
- New search for: Duan, Jieli
In:
Computers and Electronics in Agriculture
;
194
;
2022
-
ISSN:
- Article (Journal) / Electronic Resource
-
Title:Fast detection of banana bunches and stalks in the natural environment based on deep learning
-
Contributors:Fu, Lanhui ( author ) / Wu, Fengyun ( author ) / Zou, Xiangjun ( author ) / Jiang, Yinlong ( author ) / Lin, Jiaquan ( author ) / Yang, Zhou ( author ) / Duan, Jieli ( author )
-
Published in:
-
Publisher:
- New search for: Elsevier B.V.
-
Publication date:2022-02-14
-
ISSN:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
-
Keywords:
-
Source:
Table of contents – Volume 194
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
-
LFPNet: Lightweight network on real point sets for fruit classification and segmentationYu, Qirui / Yang, Huijun / Gao, Yangbo / Ma, Xinrui / Chen, Guochao / Wang, Xin et al. | 2022
-
Automated variety trial plot growth and flowering detection for maize and soybean using machine visionMcCarthy, Alison / Raine, Steven et al. | 2022
-
Automatic Newcastle disease detection using sound technology and deep learning methodCuan, Kaixuan / Zhang, Tiemin / Li, Zeying / Huang, Junduan / Ding, Yangbao / Fang, Cheng et al. | 2022
-
Nondestructive estimation of beef carcass yield using digital image analysisWakholi, Collins / Kim, Juntae / Kwon, Kyung-Do / Mo, Changyeon / Seo, Youngwook / Cho, Suhyun / Lim, Jongguk / Lee, Wang-Hee / Cho, Byoung-Kwan et al. | 2022
-
Automatic scoring of postures in grouped pigs using depth image and CNN-SVMXu, Jinyang / Zhou, Suyin / Xu, Aijun / Ye, Junhua / Zhao, Ayong et al. | 2022
-
Development of three-dimensional visualisation technology of aerodynamic environment in fattening pig house using CFD and VR technologyLee, Sang-Yeon / Kim, Jun-Gyu / Kim, Rack-Woo / Yeo, Uk-Hyeon / Lee, In-Bok et al. | 2022
-
Cow identification in free-stall barns based on an improved Mask R-CNN and an SVMXiao, Jianxing / Liu, Gang / Wang, Kejian / Si, Yongsheng et al. | 2022
-
Assessment of ammonia sensors and photoacoustic measurement systems using a gas calibration unitvon Jasmund, Naemi / Schmithausen, Alexander J. / Krommweh, Manuel S. / Trimborn, Manfred / Boeker, Peter / Büscher, Wolfgang et al. | 2022
-
Data-centric analysis of on-tree fruit detection: Experiments with deep learningWang, Xu (Annie) / Tang, Julie / Whitty, Mark et al. | 2022
-
An optimal goal point determination algorithm for automatic navigation of agricultural machinery: Improving the tracking accuracy of the Pure Pursuit algorithmYang, Yang / Li, Yankai / Wen, Xing / Zhang, Gang / Ma, Qianglong / Cheng, Shangkun / Qi, Jian / Xu, Liangyuan / Chen, Liqing et al. | 2022
-
Design and testing of a crop growth sensor aboard a fixed-wing unmanned aerial vehicleYuan, Huali / Yang, Jiayu / Jiang, Xiaoping / Zhu, Yan / Cao, Weixing / Ni, Jun et al. | 2022
-
Prediction of multi-year winter wheat yields at the field level with satellite and climatological dataMarszalek, Michael / Körner, Marco / Schmidhalter, Urs et al. | 2022
-
Stress-Crack detection in maize kernels based on machine visionLi, Jia / Zhao, Bo / Wu, Jincan / Zhang, Shuaiyang / Lv, Chengxu / Li, Lin et al. | 2022
-
Combining multicolor fluorescence imaging with multispectral reflectance imaging for rapid citrus Huanglongbing detection based on lightweight convolutional neural network using a handheld deviceHe, Chengcheng / Li, Xiaobin / Liu, Yunshi / Yang, Biyun / Wu, Zhiwei / Tan, Shipei / Ye, Dapeng / Weng, Haiyong et al. | 2022
-
Predicting crop rotations using process mining techniques and Markov principalsDupuis, Ambre / Dadouchi, Camélia / Agard, Bruno et al. | 2022
-
Assessing machine leaning algorithms on crop yield forecasts using functional covariates derived from remotely sensed dataSartore, Luca / Rosales, Arthur N. / Johnson, David M. / Spiegelman, Clifford H. et al. | 2022
-
UAV remote sensing based estimation of green cover during turfgrass establishmentWang, Tianyi / Chandra, Ambika / Jung, Jinha / Chang, Anjin et al. | 2022
-
Identification of bagworm (Metisa plana) instar stages using hyperspectral imaging and machine learning techniquesNurul Afiah Mohd Johari, Siti / Khairunniza-Bejo, Siti / Rashid Mohamed Shariff, Abdul / Azuan Husin, Nur / Mazmira Mohd Basri, Mohamed / Kamarudin, Noorhazwani et al. | 2022
-
The closed-open truck and loader routing problem for biomass transportation from satellite storage locations to a bioenergy plantAn, Heungjo et al. | 2022
-
Combine harvester remote monitoring system based on multi-source information fusionQiu, Zhaomei / Shi, Gaoxiang / Zhao, Bo / Jin, Xin / Zhou, Liming et al. | 2022
-
Nondestructive discrimination of seedless from seeded watermelon seeds by using multivariate and deep learning image analysisMukasa, Perez / Wakholi, Collins / Akbar Faqeerzada, Mohammad / Amanah, Hanim Z. / Kim, Hangi / Joshi, Rahul / Suh, Hyun-Kwon / Kim, Geonwoo / Lee, Hoonsoo / Kim, Moon S. et al. | 2022
-
Intelligent upgrading of plant breeding: Decision support tools in the golden seed breeding cloud platformZhao, Xiangyu / Pan, Shouhui / Liu, Zhongqiang / Han, Yanyun / Zhang, Qi / Wang, Kaiyi et al. | 2021
-
ChickenNet - an end-to-end approach for plumage condition assessment of laying hens in commercial farms using computer visionLamping, Christian / Derks, Marjolein / Groot Koerkamp, Peter / Kootstra, Gert et al. | 2022
-
Research on the constitutive model of low-damage corn threshing based on DEMLi, Xiaoyu / Du, Yuefeng / Liu, Lei / Mao, Enrong / Yang, Fan / Wu, Jun / Wang, Liang et al. | 2022
-
Weakly-supervised learning to automatically count cotton flowers from aerial imageryPetti, Daniel / Li, Changying et al. | 2022
-
Two-stage method based on triplet margin loss for pig face recognitionWang, Zhenyao / Liu, Tonghai et al. | 2022
-
Sensors and frequencies of soil water content measurement affecting agro-hydrological simulations and irrigation managementdo Nascimento, Francisco Airdesson Lima / da Silva, Alisson Jadavi Pereira / Freitas, Fabio Tayrone Oliveira / Fernandes, Rafael Dreux Miranda / Veimrober Junior, Lucio Aderito et al. | 2022
-
Basic motion behavior recognition of single dairy cow based on improved Rexnet 3D networkMa, Shuaifei / Zhang, Qianru / Li, Tengfei / Song, Huaibo et al. | 2022
-
An improved YOLOv5 model based on visual attention mechanism: Application to recognition of tomato virus diseaseQi, Jiangtao / Liu, Xiangnan / Liu, Kai / Xu, Farong / Guo, Hui / Tian, Xinliang / Li, Mao / Bao, Zhiyuan / Li, Yang et al. | 2022
-
An evolutionary approach for the optimization of the beekeeping value chainDe Meio Reggiani, Martín C. / Villar, Luciana B. / Vigier, Hernán P. / Brignole, Nélida B. et al. | 2022
-
Multi-network fusion algorithm with transfer learning for green cucumber segmentation and recognition under complex natural environmentBai, Yuhao / Guo, Yunxiang / Zhang, Qian / Cao, Boyuan / Zhang, Baohua et al. | 2022
-
Study of chrysanthemum image phenotype on-line classification based on transfer learning and bilinear convolutional neural networkYuan, Peisen / Qian, Shuyun / Zhai, Zhaoyu / FernánMartínez, José / Xu, Huangliang et al. | 2021
-
Developing and evaluating an autonomous agricultural all-terrain vehicle for field experimental rollover simulationsChou, Hsiao-Yang / Khorsandi, Farzaneh / Vougioukas, Stavros G. / Fathallah, Fadi A. et al. | 2022
-
Development and performance evaluation of a guide vane inclination automatic control system for corn threshing unit based on feedrate monitoringFan, Chenlong / Zhang, Dongxing / Yang, Li / Cui, Tao / He, Xiantao / Zhao, Huihui / Dong, Jiaqi et al. | 2022
-
Evaluation of LoRa technology in 433-MHz and 868-MHz for underground to aboveground data transmissionMoiroux-Arvis, Laure / Cariou, Christophe / Chanet, Jean-Pierre et al. | 2022
-
Biophysical parameter estimation of crops from polarimetric synthetic aperture radar imagery with data-driven polynomial chaos expansion and global sensitivity analysisÇelik, Mehmet Furkan / Erten, Esra et al. | 2022
-
Effects of aquaponic system on fish locomotion by image-based YOLO v4 deep learning algorithmLiu, Chang / Gu, Bing / Sun, Chuanyu / Li, Daoliang et al. | 2022
-
CANBUS-enabled activity-based costing for leveraging farm managementMattetti, Michele / Medici, Marco / Canavari, Maurizio / Varani, Massimiliano et al. | 2022
-
Unscrambling spectral interference and matrix effects in Vitis vinifera Vis-NIR spectroscopy: Towards analytical grade ‘in vivo’ sugars and acids quantificationMartins, R.C. / Barroso, T.G. / Jorge, P. / Cunha, M. / Santos, F. et al. | 2022
-
Biometric identification of sheep via a machine-vision systemHitelman, Almog / Edan, Yael / Godo, Assaf / Berenstein, Ron / Lepar, Joseph / Halachmi, Ilan et al. | 2022
-
The development of on-line surface defect detection system for jujubes based on hyperspectral imagesThien Pham, Quoc / Liou, Nai-Shang et al. | 2022
-
Development of a new UAV-thermal imaging based model for estimating pecan evapotranspirationMokari, Esmaiil / Samani, Zohrab / Heerema, Richard / Dehghan-Niri, Ehsan / DuBois, David / Ward, Frank / Pierce, Curt et al. | 2022
-
Developing an automatic conjunctive surface-groundwater operating system for sustainable agricultural water distributionAskari Fard, Ardalan / Hashemy Shahdany, S. Mehdy / Javadi, Saman / Maestre, J.M. et al. | 2022
-
CG-ANER: Enhanced contextual embeddings and glyph features-based agricultural named entity recognitionGuo, Xuchao / Lu, Shuhan / Tang, Zhan / Bai, Zhao / Diao, Lei / Zhou, Han / Li, Lin et al. | 2022
-
Classification of crop pests based on multi-scale feature fusionWei, Depeng / Chen, Jiqing / Luo, Tian / Long, Teng / Wang, Huabin et al. | 2022
-
Activity detection of suckling piglets based on motion area analysis using frame differences in combination with convolution neural networkDing, Qi-an / Chen, Jia / Shen, Ming-xia / Liu, Long-shen et al. | 2022
-
Far-near combined positioning of picking-point based on depth data features for horizontal-trellis cultivated grapeJin, Yucheng / Liu, Jizhan / Wang, Jie / Xu, Zhujie / Yuan, Yan et al. | 2022
-
Parameterizing field capacity as the upper limit of available water in bucket-type hydrological modelsTurek, Maria Eliza / De Jong van Lier, Quirijn / Armindo, Robson André et al. | 2022
-
A detection approach for bundled log ends using K-median clustering and improved YOLOv4-Tiny networkLin, Yaohai / Cai, Ruixing / Lin, Peijie / Cheng, Shuying et al. | 2022
-
Detection of early stage bruise in apples using optical property mappingSun, Zhizhong / Hu, Dong / Xie, Lijuan / Ying, Yibin et al. | 2022
-
Deep multi-scale dual-channel convolutional neural network for Internet of Things apple disease detectionZhang, Wenzhuo / Zhou, Guoxiong / Chen, Aibin / Hu, Yahui et al. | 2022
-
A Semi-supervised approach to cluster symptomatic and asymptomatic leaves in root lesion nematode infected walnut treesOmidi, Ryan / Pourreza, Alireza / Moghimi, Ali / Zuniga-Ramirez, German / Jafarbiglu, Hamid / Maung, ZinThuZar / Westphal, Andreas et al. | 2022
-
Automated workflow analysis in vegetable grafting using an Ultra-Wide Band based real-time indoor location tracking systemChowdhury, Bijoy Dripta Barua / Son, Young-Jun / Kubota, Chieri / Tronstad, Russell et al. | 2022
-
Verifying the predictive performance for soil organic carbon when employing field Vis-NIR spectroscopy and satellite imagery obtained using two different sampling methodsBiney, James Kobina Mensah et al. | 2022
-
A computationally efficient model for granular material piling in a containerLiu, Ziping / Jiang, Chufan / Evans, John T. / Dhamankar, Shveta / Heusinger, Logan J. / Shaver, Gregory M. / Puryk, Corwin M. et al. | 2022
-
Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasetsPicon, Artzai / San-Emeterio, Miguel G. / Bereciartua-Perez, Arantza / Klukas, Christian / Eggers, Till / Navarra-Mestre, Ramon et al. | 2022
-
Potential of functional analysis applied to Sentinel-2 time-series to assess relevant agronomic parameters at the within-field level in viticultureVélez, Sergio / Rançon, Florian / Barajas, Enrique / Brunel, Guilhem / Rubio, José Antonio / Tisseyre, Bruno et al. | 2022
-
Spatial and temporal patterns of rice planthopper populations in South and Southwest ChinaZhang, Hongguo / He, Binbin / Xing, Jin / Lu, Minghong et al. | 2022
-
FWDGAN-based data augmentation for tomato leaf disease identificationLi, Mingxuan / Zhou, Guoxiong / Chen, Aibin / Yi, Jizheng / Lu, Chao / He, Mingfang / Hu, Yahui et al. | 2022
-
Automated detection of boundary line in paddy field using MobileV2-UNet and RANSACHe, Yong / Zhang, Xiya / Zhang, Zeqing / Fang, Hui et al. | 2022
-
Dairy cow lameness detection using a back curvature featureJiang, Bo / Song, Huaibo / Wang, Han / Li, Changying et al. | 2022
-
Real-time goat face recognition using convolutional neural networkBillah, Masum / Wang, Xihong / Yu, Jiantao / Jiang, Yu et al. | 2022
-
Detecting occluded Y-shaped fruit tree segments using automated iterative training with minimal labeling effortGranland, Keenan / Newbury, Rhys / Chen, Zijue / Ting, David / Chen, Chao et al. | 2022
-
A model-based methodology for the early warning detection of cucumber downy mildew in greenhouses: An experimental evaluationLiu, Ran / Wang, Hui / Guzmán, José Luis / Li, Ming et al. | 2022
-
A Machine Learning approach to reconstruct cloudy affected vegetation indices imagery via data fusion from Sentinel-1 and Landsat 8dos Santos, Erli Pinto / da Silva, Demetrius David / do Amaral, Cibele Hummel / Fernandes-Filho, Elpídio Inácio / Dias, Rafael Luís Silva et al. | 2022
-
Developing machine learning models with multi-source environmental data to predict wheat yield in ChinaLi, Linchao / Wang, Bin / Feng, Puyu / Li Liu, De / He, Qinsi / Zhang, Yajie / Wang, Yakai / Li, Siyi / Lu, Xiaoliang / Yue, Chao et al. | 2022
-
Classification of urban tree species using multi-features derived from four-season RedEdge-MX dataLiu, Huaipeng et al. | 2022
-
Fast detection of banana bunches and stalks in the natural environment based on deep learningFu, Lanhui / Wu, Fengyun / Zou, Xiangjun / Jiang, Yinlong / Lin, Jiaquan / Yang, Zhou / Duan, Jieli et al. | 2022
-
Editorial Board| 2022
-
Feeding intake estimation in sheep based on ingestive chewing soundsWang, Kui / Xuan, Chuanzhong / Wu, Pei / Liu, Feilong / Fan, Xiantao et al. | 2022
-
Fault diagnosis of wet clutch control system of tractor hydrostatic power split continuously variable transmissionXue, Lijun / Jiang, Honghua / Zhao, Yehui / Wang, Jiabo / Wang, Guangming / Xiao, Maohua et al. | 2022
-
Multi-warehouse, multi-product inventory control model for agri-fresh products – A case studyPaam, Parichehr / Berretta, Regina / García-Flores, Rodolfo / Paul, Sanjoy Kumar et al. | 2022
-
SAMZ-Desert: A Satellite-based agricultural management zoning tool for the desert agriculture region of southern CaliforniaGarg, Akanksha / Sapkota, Anish / Haghverdi, Amir et al. | 2022
-
An explainable XGBoost model improved by SMOTE-ENN technique for maize lodging detection based on multi-source unmanned aerial vehicle imagesHan, Liang / Yang, Guijun / Yang, Xiaodong / Song, Xiaoyu / Xu, Bo / Li, Zhenhai / Wu, Jintao / Yang, Hao / Wu, Jianwei et al. | 2022