SoybeanNet: Transformer-based convolutional neural network for soybean pod counting from Unmanned Aerial Vehicle (UAV) images (Englisch)
- Neue Suche nach: Li, Jiajia
- Neue Suche nach: Magar, Raju Thada
- Neue Suche nach: Chen, Dong
- Neue Suche nach: Lin, Feng
- Neue Suche nach: Wang, Dechun
- Neue Suche nach: Yin, Xiang
- Neue Suche nach: Zhuang, Weichao
- Neue Suche nach: Li, Zhaojian
- Weitere Informationen zu Li, Zhaojian:
- https://orcid.org/0000-0003-1991-8711
- Neue Suche nach: Li, Jiajia
- Neue Suche nach: Magar, Raju Thada
- Neue Suche nach: Chen, Dong
- Neue Suche nach: Lin, Feng
- Neue Suche nach: Wang, Dechun
- Neue Suche nach: Yin, Xiang
- Neue Suche nach: Zhuang, Weichao
- Neue Suche nach: Li, Zhaojian
In:
Computers and Electronics in Agriculture
;
220
;
2024
-
ISSN:
- Aufsatz (Zeitschrift) / Elektronische Ressource
-
Titel:SoybeanNet: Transformer-based convolutional neural network for soybean pod counting from Unmanned Aerial Vehicle (UAV) images
-
Beteiligte:Li, Jiajia ( Autor:in ) / Magar, Raju Thada ( Autor:in ) / Chen, Dong ( Autor:in ) / Lin, Feng ( Autor:in ) / Wang, Dechun ( Autor:in ) / Yin, Xiang ( Autor:in ) / Zhuang, Weichao ( Autor:in ) / Li, Zhaojian ( Autor:in )
-
Erschienen in:
-
Verlag:
- Neue Suche nach: Elsevier B.V.
-
Erscheinungsdatum:19.03.2024
-
ISSN:
-
DOI:
-
Medientyp:Aufsatz (Zeitschrift)
-
Format:Elektronische Ressource
-
Sprache:Englisch
-
Schlagwörter:
-
Datenquelle:
Inhaltsverzeichnis – Band 220
Zeige alle Jahrgänge und Ausgaben
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
-
Advancing sweetpotato quality assessment with hyperspectral imaging and explainable artificial intelligenceAhmed, Toukir / Wijewardane, Nuwan K. / Lu, Yuzhen / Jones, Daniela S. / Kudenov, Michael / Williams, Cranos / Villordon, Arthur / Kamruzzaman, Mohammed et al. | 2024
-
A method for multi-target segmentation of bud-stage apple trees based on improved YOLOv8Chen, Jincheng / Ji, Chao / Zhang, Jing / Feng, Qingchun / Li, Yujie / Ma, Benxue et al. | 2024
-
Live chicken body fat measurement technology based on bio-electrical impedanceZuo, Jiaming / Liang, Jinping / Cheng, Shangshang / Deng, Yuelin / Li, Zhenhui / Nie, Qinghua / Zhang, Dexiang / Zhang, Xiquan / Li, Zhen / Li, Hongmei et al. | 2024
-
Moving toward smart breeding: A robust amodal segmentation method for occluded Oudemansiella raphanipes cap size estimationYin, Hua / Wei, Quan / Gao, Yang / Hu, Haijing / Wang, Yinglong et al. | 2024
-
Soft bionic gripper with tactile sensing and slip detection for damage-free grasping of fragile fruits and vegetablesLiu, Yuchen / Zhang, Jintao / Lou, Yuanxin / Zhang, Baohua / Zhou, Jun / Chen, Jiajie et al. | 2024
-
A polar transformation augmentation approach for enhancing mammary gland segmentation in ultrasound imagesOliveira, Dario A.B. / Bresolin, Tiago / Coelho, Sandra G. / Campos, M.M. / Lage, C.F.A. / Leão, J.M. / Pereira, Luiz G.R. / Hernandez, Laura / Dorea, João R.R. et al. | 2024
-
Multi-attribute, graph-based approach for duplicate cattle removal and counting in large pasture areas from multiple aerial imagesSoares, V.H.A. / Ponti, M.A. / Campello, R.J.G.B. et al. | 2024
-
AI-enabled IoT-based pest prevention and controlling system using sound analytics in large agricultural fieldAkkas Ali, Md. / Kumar Dhanaraj, Rajesh / Kadry, Seifedine et al. | 2024
-
Determining the minimum data size for the development of artificial neural network-based prediction models for rice pests in KoreaJeong, Wonjae / Kim, Kwang-Hyung et al. | 2024
-
Advanced evapotranspiration forecasting in Central Italy: Stacked MLP-RF algorithm and correlated Nystrom views with feature selection strategiesGranata, Francesco / Di Nunno, Fabio / de Marinis, Giovanni et al. | 2024
-
A novel lightweight model HGCA-YOLO: Application to recognition of invisible spears for white asparagus robotic harvestingZhang, Ping / Dai, Nianzu / Liu, Xuemei / Yuan, Jin / Xin, Zhenbo et al. | 2024
-
Navigation system for orchard spraying robot based on 3D LiDAR SLAM with NDT_ICP point cloud registrationJiang, Saike / Qi, Peng / Han, Leng / Liu, Limin / Li, Yangfan / Huang, Zhan / Liu, Yajia / He, Xiongkui et al. | 2024
-
Seeding detection and distribution evaluation using the developed automatic maize seeding machineLi, Yunxia / Zhang, Zhao / Azizi, Afshin / Kabir, Muhammad Hilal / Igathinathane, C. / Wang, Xiqing / Tahir, Muhammad Naveed / Han, Xiongzhe / Zhang, Man et al. | 2024
-
Artificial neural network for drying behavior prediction of paddy in developed chamber fluidized–bed dryerChokphoemphun, Susama / Hongkong, Somporn / Chokphoemphun, Suriya et al. | 2024
-
Optimal environment control and fruits delivery tracking system using blockchain for greenhouseRizwan, Atif / Khan, Anam Nawaz / Ibrahim, Muhammad / Ahmad, Rashid / Iqbal, Naeem / Kim, Do Hyeun et al. | 2024
-
Early detection of infestation by mustard aphid, vegetable thrips and two-spotted spider mite in bok choy with deep neural network (DNN) classification model using hyperspectral imaging dataNguyen, Derrick / Tan, Arinah / Lee, Ronjin / Lim, Wei Feng / Hui, Tin Fat / Suhaimi, Fadhlina et al. | 2024
-
Design and validation of novel maize grain cleaning loss detection system based on classification models of particle time-domain signalsLi, Yibo / Tan, Danielle S / Cui, Tao / Fan, Hongfei / Xu, Yang / Zhang, Dongxing / Qiao, Mengmeng / Hou, Yuxin / Xiong, Lijian et al. | 2024
-
Precision control system of rice potting and transplanting machine based on GA-Fuzzy PID controllerJin, Xin / Liu, Jing / Chen, Zhuo / liu, Mengnan / li, Mingyong / Xu, Zhenghua / Ji, Jiangtao et al. | 2024
-
Estimating leaf photosynthetic capacity using hyperspectral reflectance: Model variability and transferabilityWan, Liang / Ma, Fengdi et al. | 2024
-
Exploring the driving forces and digital mapping of soil biological properties in semi-arid regionsEsmaeilizad, Ashraf / Shokri, Rasoul / Davatgar, Naser / Kari Dolatabad, Hossein et al. | 2024
-
Traveling control method adapted to different paddy ground conditions with feedforward compensation for crawler combine harvester based on online tracking error predictionHe, Yongqiang / Zhou, Jun / Sun, Jingwei / Jia, Hongbo / Gemechu, Tamiru Tesfaye et al. | 2024
-
CFD investigation on a novel pen partition-attached jet air supply for mitigating heat stress among lactating sowsChen, Guoxing / Zhang, Guoqiang / Bjerg, Bjarne / Pedersen, Poul / Jensen, Torben / Rong, Li et al. | 2024
-
Research on improved partial format MFAC greenhouse temperature control method based on low energy consumption optimizationWang, Binrui / Li, Xue / Xu, Mengjie / Wang, Lina et al. | 2024
-
A novel redundant cooperative control strategy for robotic pollinationWei, Jiawei / Pan, Yuzhen / Sun, Liping / Shang, Huiliang / Chen, Xiong et al. | 2024
-
Simulation and experiment of air-duct heating equipment using electricity in a sheep barn using computational fluid dynamicsLiu, Zichen / Cen, Honglei / Lu, Min / Li, Jingbin / Cai, Qiang / Nie, Jing / Wen, Baoqin / Xu, Yalei et al. | 2024
-
Morphological estimation of primary branch length of individual apple trees during the deciduous period in modern orchard based on PointNet++Sun, Xiaoming / He, Leilei / Jiang, Hanhui / Li, Rui / Mao, Wulan / Zhang, Dong / Majeed, Yaqoob / Andriyanov, Nikita / Soloviev, Vladimir / Fu, Longsheng et al. | 2024
-
Early detection of rubber tree powdery mildew using UAV-based hyperspectral imagery and deep learningZeng, Tiwei / Wang, Yong / Yang, Yuqi / Liang, Qifu / Fang, Jihua / Li, Yuan / Zhang, Huiming / Fu, Wei / Wang, Juan / Zhang, Xirui et al. | 2024
-
Dynamic temperature distribution characteristics of a large glasshouse with cooling system during the start-stop stageMao, Qianjun / Ji, Chenchen / Li, Hongwei / Peng, You / Li, Tao et al. | 2024
-
A lightweight improved YOLOv5s model and its deployment for detecting pitaya fruits in daytime and nighttime light-supplement environmentsLi, Hongwei / Gu, Zenan / He, Deqiang / Wang, Xicheng / Huang, Junduan / Mo, Yongmei / Li, Peiwei / Huang, Zhihao / Wu, Fengyun et al. | 2024
-
Improving soil organic carbon estimation in paddy fields using data augmentation algorithm and deep neural network model based on optimal image dateLin, Chenjie / Liu, Zhenhua / Zhang, Meng / Lin, Zichao / Zhong, Nan et al. | 2024
-
Microscopic FT-IR imaging-based meat and bone meal species discrimination using the screened matrix fragments-related spectral pixels and tableting pretreatmentGao, Bing / Qin, Qingyu / Liu, Jiale / Han, Lujia / Liu, Xian et al. | 2024
-
Maize emergence rate and leaf emergence speed estimation via image detection under field rail-based phenotyping platformZhuang, Lvhan / Wang, Chuanyu / Hao, Haoyuan / Li, Jinhui / Xu, Longqin / Liu, Shuangyin / Guo, Xinyu et al. | 2024
-
Investigating data-driven approaches to optimize nitrogen recommendations for winter wheatRuan, Guojie / Cammarano, Davide / Ata-UI-Karim, Syed Tahir / Liu, Xiaojun / Tian, Yongchao / Zhu, Yan / Cao, Weixing / Cao, Qiang et al. | 2024
-
Spectral mixture analysis for weed traits identification under varying resolutions and growth stagesRonay, Inbal / Nisim Lati, Ran / Kizel, Fadi et al. | 2024
-
Rapidly count crop seedling emergence based on waveform Method(WM) using drone imagery at the early stageYuan, Jie / Li, Xu / Zhou, Meng / Zheng, Hengbiao / Liu, Zhitao / Liu, Yang / Wen, Ming / Cheng, Tao / Cao, Weixing / Zhu, Yan et al. | 2024
-
Development, integration, and field evaluation of an autonomous Agaricus bisporus picking robotZhong, Ming / Han, Ruiqing / Liu, Yan / Huang, Bo / Chai, Xiujuan / Liu, Yaxin et al. | 2024
-
Real-time statistical algorithm for cherry tomatoes with different ripeness based on depth information mappingMeng, Zhichao / Du, Xiaoqiang / Xia, Jingyuan / Ma, Zenghong / Zhang, Tianxue et al. | 2024
-
TSANet: A deep learning framework for the delineation of agricultural fields utilizing satellite image time seriesYan, Shuai / Yao, Xiaochuang / Sun, Jialin / Huang, Weiming / Yang, Longshan / Zhang, Chao / Gao, Bingbo / Yang, Jianyu / Yun, Wenju / Zhu, Dehai et al. | 2024
-
Prediction of soil organic carbon in black soil based on a synergistic scheme from hyperspectral data: Combining fractional-order derivatives and three-dimensional spectral indicesGeng, Jing / Lv, Junwei / Pei, Jie / Liao, Chunhua / Tan, Qiuyuan / Wang, Tianxing / Fang, Huajun / Wang, Li et al. | 2024
-
Stem–Leaf segmentation and phenotypic trait extraction of individual plant using a precise and efficient point cloud segmentation networkYan, Jingkun / Tan, Fei / Li, Chengkai / Jin, Shichao / Zhang, Chu / Gao, Pan / Xu, Wei et al. | 2024
-
Finite element analysis for the laterally offset prediction of cold-proof cloth in contact with the rubber spreading rollerNiu, Cong / Yan, Chenggong / Tan, Haochao / Ma, Shuai / Xu, Liming et al. | 2024
-
SoybeanNet: Transformer-based convolutional neural network for soybean pod counting from Unmanned Aerial Vehicle (UAV) imagesLi, Jiajia / Magar, Raju Thada / Chen, Dong / Lin, Feng / Wang, Dechun / Yin, Xiang / Zhuang, Weichao / Li, Zhaojian et al. | 2024
-
Stochastic modelling of development and biomass allocation: Computation applied to architecture of young mahogany trees (Khaya senegalensis Desr. A. Juss), a native African savannah emblematic agroforestry speciesAdji, Beda Innocent / Wang, Xiujuan / Letort, Véronique / Akaffou, Doffou Sélastique / Sabatier, Sylvie / Kang, Mengzhen / Kouassi, Kouadio Henri / Barima, Yao Sabas / Duminil, Jérôme / Jaeger, Marc et al. | 2024
-
SoybeanTracer: An In-Field scene property-based framework for high-throughput soybean canopy coverage extraction and evaluationWan, Tianyu / Jin, Xiu / Rao, Yuan / Li, Jiajia / Wang, Tan / Jiang, Zhaohui / Zhang, Wu / Li, Shaowen / Zhang, Tong / Wang, Xiaobo et al. | 2024
-
LEI: Livestock Event Information schema for enabling data sharingHabib, Mahir / Kabir, Muhammad Ashad / Zheng, Lihong / McGrath, Shawn et al. | 2024
-
Dynamic land cover evapotranspiration model algorithm: DyLEMaHan, Jeongho / Guzman, Jorge A. / Chu, Maria L. et al. | 2024
-
Behavior classification and spatiotemporal analysis of grazing sheep using deep learningJin, Zhongming / Shu, Hang / Hu, Tianci / Jiang, Chengxiang / Yan, Ruirui / Qi, Jingwei / Wang, Wensheng / Guo, Leifeng et al. | 2024
-
Prediction of cotton FPAR and construction of defoliation spraying prescription map based on multi-source UAV imagesZhang, Lechun / Sun, Binshu / Zhao, Denan / Shan, Changfeng / Wang, Guobin / Song, Cancan / Chen, Pengchao / Lan, Yubin et al. | 2024
-
Developing remote sensing- and crop model-based methods to optimize nitrogen management in rice fieldsWang, Dong / Struik, Paul C. / Liang, Lei / Yin, Xinyou et al. | 2024
-
A review of global precision land-leveling technologies and implements: Current status, challenges and future trendsChen, Gaolong / Hu, Lian / Luo, Xiwen / Wang, Pei / He, Jie / Huang, Peikui / Zhao, Runmao / Feng, Dawen / Tu, Tuanpeng et al. | 2024
-
Non-destructive classification of sturgeon stress using cross-modal data fusion and multi-input deep learning modelsHuang, Wentao / Wang, Yangfeng / Xia, Jie / Jin, Xinyi / Zhu, Hongliang / Glamuzina, Branko / Yu, Wenyong / Zhang, Xiaoshuan et al. | 2024
-
Reconstruction of missing points in agricultural machinery trajectory based on bidirectional adjacent informationZhai, Weixin / Kuang, Xinran / Cheng, Xiaoyu / Pan, Jiawen / Wu, Caicong et al. | 2024
-
Micro-level stress characteristics of rapeseed particle during the seeding process using the MFBD-DEM coupled methodWu, Wencheng / Deng, Xuan / Li, Ju / Hu, Jianfeng / Cheng, Hong / Zhou, Wei / Deng, Fei / Chen, Yong / Ren, Wanjun / Lei, Xiaolong et al. | 2024
-
Research on monitoring model for maize entrainment loss sensor applicable to different operating parametersDong, Jiaqi / Zhang, Dongxing / Yang, Li / Cui, Tao / He, Xiantao / Jing, Maosheng / Li, Chuan / Xing, Shulun / Jiang, Yeyuan et al. | 2024
-
An additive model system for heartwood, sapwood and bark diameter – A working example in Pinus koraiensis Siebold & Zucc. plantationsSun, Yuman / Jia, Weiwei / Saidahemaiti, Subati et al. | 2024
-
Developing a hybrid convolutional neural network for automatic aphid counting in sugar beet fieldsGao, Xumin / Xue, Wenxin / Lennox, Callum / Stevens, Mark / Gao, Junfeng et al. | 2024
-
Estimating potato above-ground biomass based on vegetation indices and texture features constructed from sensitive bands of UAV hyperspectral imageryLiu, Yang / Fan, Yiguang / Feng, Haikuan / Chen, Riqiang / Bian, Mingbo / Ma, Yanpeng / Yue, Jibo / Yang, Guijun et al. | 2024
-
High-fidelity 3D reconstruction of plants using Neural Radiance FieldsHu, Kewei / Ying, Wei / Pan, Yaoqiang / Kang, Hanwen / Chen, Chao et al. | 2024
-
Economically optimal operation of recirculating aquaculture systems under uncertaintyPatrón, Gabriel D. / Ricardez-Sandoval, Luis et al. | 2024
-
Automated collection of facial temperatures in dairy cows via improved UNetShu, Hang / Wang, Kaiwen / Guo, Leifeng / Bindelle, Jérôme / Wang, Wensheng et al. | 2024
-
Assessment of the influence of UAV-borne LiDAR scan angle and flight altitude on the estimation of wheat structural metrics with different leaf angle distributionsGu, Yangyang / Wang, Yongqing / Guo, Tai / Guo, Caili / Wang, Xue / Jiang, Chongya / Cheng, Tao / Zhu, Yan / Cao, Weixing / Chen, Qi et al. | 2024
-
Instance segmentation and stand-scale forest mapping based on UAV images derived RGB and CHMXie, Yunhong / Wang, Yifu / Sun, Zhao / Liang, Ruiting / Ding, Zhidan / Wang, Baoying / Huang, Shaodong / Sun, Yujun et al. | 2024
-
A chlorophyll-constrained semi-empirical model for estimating leaf area index using a red-edge vegetation indexLi, Dong / Chen, Jing M. / Yu, Weiguo / Zheng, Hengbiao / Yao, Xia / Zhu, Yan / Cao, Weixing / Cheng, Tao et al. | 2024
-
Clustering symptomatic pixels in broomrape-infected carrots facilitates targeted evaluations of alterations in host primary plant traitsAtsmon, Guy / Pourreza, Alireza / Kamiya, Yuto / Mesgaran, Mohsen B. / Kizel, Fadi / Eizenberg, Hanan / Nisim Lati, Ran et al. | 2024
-
A Vis/NIR device for detecting moldy apple cores using spectral shape featuresLiu, Haoling / Wei, Ziyuan / Lu, Miao / Gao, Pan / Li, Jiangkuo / Zhao, Juan / Hu, Jin et al. | 2024
-
Udder thermogram-based deep learning approach for mastitis detection in Murrah buffaloesGayathri, S.L. / Bhakat, M. / Mohanty, T.K. / Chaturvedi, K.K. / Kumar, R.R. / Gupta, A. / Kumar, S. et al. | 2024
-
Hybrid attention network for citrus disease identificationZhang, Fukai / Jin, Xiaobo / Lin, Gang / Jiang, Jie / Wang, Mingzhi / An, Shan / Hu, Junhua / Lyu, Qiang et al. | 2024
-
Predicting the growth trajectory and yield of greenhouse strawberries based on knowledge-guided computer visionYang, Qi / Liu, Licheng / Zhou, Junxiong / Rogers, Mary / Jin, Zhenong et al. | 2024
-
Automatic grain unloading method for track-driven rice combine harvesters based on stereo visionCui, Zhihong / Hu, Jinpeng / Yu, Yang / Cao, Guangqiao / Zhang, Hao / Chai, Xiaoyu / Chen, Haiwen / Xu, Lizhang et al. | 2024
-
Editorial Board| 2024
-
Distribution uniformity improvement methods of a large discharge rate disc spreader for UAV fertilizer applicationXunwei, Wang / Zhiyan, Zhou / Boqian, Chen / Jinfeng, Zhong / Xiaolong, Fan / Hewitt, Andrew et al. | 2024
-
Algorithm and scale experiment of gyro-based tractor rollover control towards hilly farmland applicationWang, Longlong / Zhu, Jiahui / Liu, Fuhao / He, Zhizhu / Lai, Qinghui / Zhu, Zhongxiang / Song, Zhenghe / Li, Zhen et al. | 2024
-
IoT-based agriculture management techniques for sustainable farming: A comprehensive reviewShahab, Hammad / Iqbal, Muhammad / Sohaib, Ahmed / Ullah Khan, Farid / Waqas, Mohsin et al. | 2024
-
Research on seedling sowing method based on high voltage electrostatic characteristicsSun, Sheng / Hu, Bin / Ma, Jinhu / Luo, Xin / Guo, Mengyu / Li, Junwei / Xu, Luochuan / Xu, Xiaoyun et al. | 2024
-
Research on automatic 3D reconstruction of plant phenotype based on Multi-View imagesYang, Danni / Yang, Huijun / Liu, Dongfeng / Wang, Xianlin et al. | 2024
-
Development of a new hyperspectral imaging technology with autoencoder-assisted generative adversarial network for predicting the content of polyunsaturated fatty acids in red meatCui, Jiarui / Li, Kenken / Lv, Yu / Liu, Sijia / Cai, Zhengyun / Luo, Ruiming / Zhang, Zhongxiong / Wang, Songlei et al. | 2024
-
SC-Net: A new strip convolutional network model for rice seedling and weed segmentation in paddy fieldLiao, Juan / Chen, Minhui / Zhang, Kai / Zhou, Huiyu / Zou, Yu / Xiong, Wei / Zhang, Shun / Kuang, Fuming / Zhu, Dequan et al. | 2024
-
WOFOST-N: An improved WOFOST model with nitrogen module for simulation of Korla Fragrant pear tree growth and nitrogen dynamicsXu, Lichao / Liu, Haiqi / Jiang, Liang / Zhang, Feilong / Li, Xiaoli / Feng, Xuping / Huang, Jianxi / Bai, Tiecheng et al. | 2024
-
Fast and stable pedicel detection for robust visual servoing to harvest shaking fruitsPark, Yonghyun / Kim, Changjo / Son, Hyoung Il et al. | 2024
-
A predictive model for hypocalcaemia in dairy cows utilizing behavioural sensor data combined with deep learningvan Leerdam, Meike / Hut, Peter R. / Liseune, Arno / Slavco, Elena / Hulsen, Jan / Hostens, Miel et al. | 2024