A new deep-learning strawberry instance segmentation methodology based on a fully convolutional neural network (English)
- New search for: Perez-Borrero, Isaac
- Further information on Perez-Borrero, Isaac:
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https://orcid.org/0000-0002-3527-7451
- New search for: Marin-Santos, Diego
- New search for: Vasallo-Vazquez, Manuel J.
- New search for: Gegundez-Arias, Manuel E.
- New search for: Perez-Borrero, Isaac
- Further information on Perez-Borrero, Isaac:
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https://orcid.org/0000-0002-3527-7451
- New search for: Marin-Santos, Diego
- New search for: Vasallo-Vazquez, Manuel J.
- New search for: Gegundez-Arias, Manuel E.
In:
Neural Computing and Applications
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33
, 22
; 15059-15071
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2021
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ISSN:
- Article (Journal) / Electronic Resource
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Title:A new deep-learning strawberry instance segmentation methodology based on a fully convolutional neural network
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Contributors:Perez-Borrero, Isaac ( author ) / Marin-Santos, Diego ( author ) / Vasallo-Vazquez, Manuel J. ( author ) / Gegundez-Arias, Manuel E. ( author )
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Published in:Neural Computing and Applications ; 33, 22 ; 15059-15071
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Publisher:
- New search for: Springer London
- New search for: Springer
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Place of publication:London
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Publication date:2021
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ISSN:
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ZDBID:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
- New search for: 54.72
- Further information on Basic classification
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Keywords:
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Classification:
BKL: 54.72 Künstliche Intelligenz -
Source:
Table of contents – Volume 33, Issue 22
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.
- 15059
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A new deep-learning strawberry instance segmentation methodology based on a fully convolutional neural networkPerez-Borrero, Isaac / Marin-Santos, Diego / Vasallo-Vazquez, Manuel J. / Gegundez-Arias, Manuel E. et al. | 2021
- 15073
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Efficient $ PM_{2.5} $ forecasting using geographical correlation based on integrated deep learning algorithmsYeo, Inchoon / Choi, Yunsoo / Lops, Yannic / Sayeed, Alqamah et al. | 2021
- 15091
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A systematic review of emerging feature selection optimization methods for optimal text classification: the present state and prospective opportunitiesAbiodun, Esther Omolara / Alabdulatif, Abdulatif / Abiodun, Oludare Isaac / Alawida, Moatsum / Alabdulatif, Abdullah / Alkhawaldeh, Rami S. et al. | 2021
- 15119
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Correction to: A systematic review of emerging feature selection optimization methods for optimal text classification: the present state and prospective opportunitiesAbiodun, Esther Omolara / Alabdulatif, Abdulatif / Abiodun, Oludare Isaac / Alawida, Moatsum / Alabdulatif, Abdullah / Alkhawaldeh, Rami S. et al. | 2021
- 15121
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Extreme learning machine versus classical feedforward networkMarkowska-Kaczmar, Urszula / Kosturek, Michał et al. | 2021
- 15145
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Detecting and learning from unknown by extremely weak supervision: exploratory classifier (xClass)Angelov, Plamen / Soares, Eduardo et al. | 2021
- 15159
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Machine learning for computationally efficient electrical loads estimation in consumer washing machinesCasagrande, Vittorio / Fenu, Gianfranco / Pellegrino, Felice Andrea / Pin, Gilberto / Salvato, Erica / Zorzenon, Davide et al. | 2021
- 15171
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A novel explainable image classification framework: case study on skin cancer and plant disease predictionPintelas, Emmanuel / Liaskos, Meletis / Livieris, Ioannis E. / Kotsiantis, Sotiris / Pintelas, Panagiotis et al. | 2021
- 15191
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Identification of autonomous nonlinear dynamical system based on discrete-time multiscale wavelet neural networkLuo, Guo / Yang, Zhi / Zhang, Qizhi et al. | 2021
- 15205
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Improvement of grey wolf optimizer with adaptive middle filter to adjust support vector machine parameters to predict diabetes complicationsJeyafzam, Fereshteh / Vaziri, Babak / Suraki, Mohsen Yaghoubi / Hosseinabadi, Ali Asghar Rahmani / Slowik, Adam et al. | 2021
- 15229
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UrduDeepNet: offline handwritten Urdu character recognition using deep neural networkMushtaq, Faisel / Misgar, Muzafar Mehraj / Kumar, Munish / Khurana, Surinder Singh et al. | 2021
- 15253
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Big data classification using deep learning and apache spark architectureBrahmane, Anilkumar V. / Krishna, B. Chaitanya et al. | 2021
- 15267
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Dynamic mobile charger scheduling with partial charging strategy for WSNs using deep-Q-networksBanoth, Sanjai Prasada Rao / Donta, Praveen Kumar / Amgoth, Tarachand et al. | 2021
- 15281
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Dual temporal convolutional network for single-lead fibrillation waveform extractionLu, Jun / Luo, Jie / Xie, Zhuoyan / Xie, Kan / Cheng, Yuanxiong / Xie, Shengli et al. | 2021
- 15293
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A CNN-LSTM-based fault classifier and locator for underground cablesSwaminathan, Ruphan / Mishra, Sanhita / Routray, Aurobinda / Swain, Sarat Chandra et al. | 2021
- 15305
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Use of GMDH-type neural network to model the mechanical behavior of a cement-treated sandMolaAbasi, Hossein / Khajeh, Aghileh / Jamshidi Chenari, Reza et al. | 2021
- 15319
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Defect count prediction via metric-based convolutional neural networkNevendra, Meetesh / Singh, Pradeep et al. | 2021
- 15345
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An efficient indoor scene character recognition using Bayesian interactive search algorithm-based adaboost-CNN classifierSherly, L. T. Akin / Jaya, T. et al. | 2021
- 15357
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Interval prediction of short-term building electrical load via a novel multi-objective optimized distributed fuzzy modelSun, Hongchang / Tang, Minjia / Peng, Wei / Wang, Ruiqi et al. | 2021
- 15373
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Automatic chronic degenerative diseases identification using enteric nervous system imagesFelipe, Gustavo Z. / Zanoni, Jacqueline N. / Sehaber-Sierakowski, Camila C. / Bossolani, Gleison D. P. / Souza, Sara R. G. / Flores, Franklin C. / Oliveira, Luiz E. S. / Pereira, Rodolfo M. / Costa, Yandre M. G. et al. | 2021
- 15397
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Multi-view subspace clustering with adaptive locally consistent graph regularizationLiu, Xiaolan / Pan, Gan / Xie, Mengying et al. | 2021
- 15413
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Adaptive CIPCA-based fault diagnosis scheme for uncertain time-varying processesChakour, Chouaib / Hamza, Azzedine / Elshenawy, Lamiaa M. et al. | 2021
- 15433
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(1 + PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systemsÇelik, Emre / Öztürk, Nihat / Arya, Yogendra / Ocak, Cemil et al. | 2021
- 15457
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Neural network method for automatic data generation in adaptive information systemsObukhov, Artem D. / Krasnyanskiy, Mikhail N. et al. | 2021
- 15481
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Stability analysis of T-S fuzzy-model-based coupled control systems with nonlinear T-S fuzzy control and its applicationLiu, Jiayi / Cui, Yongmei / Song, Huihui / Zhang, Xuewei / Qu, Yanbin et al. | 2021
- 15495
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Cost reduction for energy loss and capacitor investment in radial distribution networks applying novel algorithmsKien, Le Chi / Nguyen, Thuan Thanh / Pham, Thai Dinh / Nguyen, Thang Trung et al. | 2021
- 15523
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Pinball loss-based multi-task twin support vector machine and its safe acceleration methodXie, Fan / Pang, Xinying / Xu, Yitian et al. | 2021
- 15541
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A voting-based ensemble deep learning method focusing on image augmentation and preprocessing variations for tuberculosis detectionTasci, Erdal / Uluturk, Caner / Ugur, Aybars et al. | 2021
- 15557
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Performance optimization of UAV-based IoT communications using a novel constrained gravitational search algorithmEbrahimi Mood, Sepehr / Ding, Ming / Lin, Zihuai / Javidi, Mohammad Masoud et al. | 2021
- 15569
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Adapted-RRT: novel hybrid method to solve three-dimensional path planning problem using sampling and metaheuristic-based algorithmsKiani, Farzad / Seyyedabbasi, Amir / Aliyev, Royal / Gulle, Murat Ugur / Basyildiz, Hasan / Shah, M. Ahmed et al. | 2021
- 15601
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Lung cancer detection and classification with DGMM-RBCNN techniqueJena, Sanjukta Rani / George, S. Thomas / Ponraj, D. Narain et al. | 2021
- 15619
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Supportive emergency decision-making model towards sustainable development with fuzzy expert systemLi, He / Guo, Jun-Yu / Yazdi, Mohammad / Nedjati, Arman / Adesina, Kehinde Adewale et al. | 2021
- 15639
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Optimal siting and sizing of distributed generation in radial distribution system using a novel student psychology-based optimization algorithmBalu, Korra / Mukherjee, V. et al. | 2021
- 15669
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New evaluation methods of read mapping by 17 aligners on simulated and empirical NGS data: an updated comparison of DNA- and RNA-Seq data from Illumina and Ion Torrent technologiesDonato, Luigi / Scimone, Concetta / Rinaldi, Carmela / D’Angelo, Rosalia / Sidoti, Antonina et al. | 2021
- 15693
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SMOTE-NC and gradient boosting imputation based random forest classifier for predicting severity level of covid-19 patients with blood samplesGök, Elif Ceren / Olgun, Mehmet Onur et al. | 2021
- 15709
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Detecting dynamics of action in text with a recurrent neural networkGruber, Nicole et al. | 2021
- 15719
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Mixed convection hybrid nanofluid flow over an exponentially accelerating surface in a porous mediaJamaludin, Anuar / Nazar, Roslinda / Naganthran, Kohilavani / Pop, Ioan et al. | 2021
- 15731
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Model-free MIMO self-tuning controller based on support vector regression for nonlinear systemsUçak, Kemal / Günel, Gülay Öke et al. | 2021
- 15751
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A Pythagorean fuzzy number-based integration of AHP and WASPAS methods for refugee camp location selection problem: a real case study for Istanbul, TurkeyAyyildiz, Ertugrul / Erdogan, Melike / Taskin Gumus, Alev et al. | 2021
- 15769
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Debris flow prediction with machine learning: smart management of urban systems and infrastructuresBai, Tao / Jiang, Zhihao / Tahmasebi, Pejman et al. | 2021
- 15781
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ODBOT: Outlier detection-based oversampling technique for imbalanced datasets learningIBRAHIM, Mohammed H. et al. | 2021
- 15807
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Deep learning-based bird eye view social distancing monitoring using surveillance video for curbing the COVID-19 spreadMagoo, Raghav / Singh, Harpreet / Jindal, Neeru / Hooda, Nishtha / Rana, Prashant Singh et al. | 2021
- 15815
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A novel classification framework using multiple bandwidth method with optimized CNN for brain–computer interfaces with EEG-fNIRS signalsNour, Majid / Öztürk, Şaban / Polat, Kemal et al. | 2021
- 15831
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Human object detection: An enhanced black widow optimization algorithm with deep convolution neural networkMukilan, P. / Semunigus, Wogderess et al. | 2021
- 15843
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Prediction of uniaxial compressive strength of rock samples using density weighted least squares twin support vector regressionGupta, Deepak / Natarajan, N. et al. | 2021
- 15851
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Transfer learning-based deep CNN model for multiple faults detection in SCIMKumar, Prashant / Hati, Ananda Shankar et al. | 2021
- 15863
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SHIBR—The Swedish Historical Birth Records: a semi-annotated datasetCheddad, Abbas / Kusetogullari, Hüseyin / Hilmkil, Agrin / Sundin, Lena / Yavariabdi, Amir / Aouache, Mustapha / Hall, Johan et al. | 2021
- 15877
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Event-triggered network congestion control of TCP/AWM systemsBai, Yun / Jing, Yuanwei et al. | 2021
- 15887
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Event-triggered fixed-time adaptive neural tracking control for stochastic non-triangular structure nonlinear systemsYao, Yangang / Tan, Jieqing / Wu, Jian / Zhang, Xu et al. | 2021
- 15901
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Multi-category multi-state information ensemble-based classification method for precise diagnosis of three cancersTang, XianFang / Shi, Zhe / Jin, Min et al. | 2021