Výsledky vyhledávání - "DeepLabv3+ Convolutional Neural Network"

Enhancing DeepLabv3+ Convolutional Neural Network Model for Precise Apple Orchard Identification Using GF-6 Remote Sensing Images and PIE-Engine Cloud Platform Autor Gao, Guining, Chen, Zhihan, Wei, Yicheng, Zhu, Xicun, Yu, Xinyang

“…Utilizing remote sensing models to monitor apple orchards facilitates the industrialization of agriculture and the sustainable development of rural land…”
Získat plný text

Automatic Segmentation of Finger Bone Regions from CR Images Using Improved DeepLabv3 Autor Ono, Hikaru, Murakami, Seiichi, Kamiya, Tohru, Aoki, Takatoshi

“…The number of hospitalized patients and the number of people requiring nursing care are serious social problems in Japan due to the increasing elderly…”
Získat plný text

High-Throughput in situ Root Image Segmentation Based on the Improved DeepLabv3+ Method Autor Shen, Chen, Liu, Liantao, Zhu, Lingxiao, Kang, Jia, Wang, Nan, Shao, Limin

“…+ convolutional neural network (CNN) architecture…”
Získat plný text

Analysis of Glacial Morphological Characteristics in Ányêmaqên Mountains Using Multi-Source Time-Series High-Resolution Remote Sensing Imagery Autor Xu, Wei, Chen, Gang, Wu, Xiaotian, Li, Delin, Mao, Yuhui, Zhang, Xin

“…+ convolutional neural network with adaptive activation thresholds. Extraction accuracy was rigorously validated…”
Získat plný text

Hedgerow map of Bavaria, Germany, based on orthophotos and convolutional neural networks Autor Huber-García, Verena, Kriese, Jennifer, Asam, Sarah, Dirscherl, Mariel, Stellmach, Michael, Buchner, Johanna, Kerler, Kristel, Gessner, Ursula

“…Hedgerows play a significant role in biodiversity preservation, carbon sequestration, soil stability and the ecological integrity of rural landscapes…”
Získat plný text

A CNN-Based Framework for Automatic Extraction of High-Resolution River Bankfull Width Autor Li, Wenqi, Zhang, Chendi, Puhl, David, Pan, Xiao, Hassan, Marwan A., Bird, Stephen, Yang, Kejun, Zhao, Yang

“…+ Convolutional Neural Network (CNN) model was employed to accurately delineate channel boundaries and a Voronoi Diagram approach was complemented as the river width algorithm (RWA…”
Získat plný text

Multi-Resolution-Based Deep Learning Approach for Rice Field Monitoring Autor Afaq, Yasir, Manocha, Ankush

“…In India, agribusiness is directly dependent on the precise monitoring of paddy areas to take considerable supportive actions toward food security. For this,…”
Získat plný text

Infrared Breast Image Segmentation Using Deep Neural Networks on Thermographic Images Autor Da Silva e Souza Pinto, Tiago, Melo, Renata dos Santos, Silva, Paulo Vitor Costa, Backes, Andre Ricardo, Fernandes, Henrique Coelho

“…Breast cancer is one of the most common and lethal types of cancer worldwide, with millions of new cases diagnosed each year. Early detection is pivotal in…”
Získat plný text

Implementation of Automatic Segmentation Framework as Preprocessing Step for Radiomics Analysis of Lung Anatomical Districts Autor Stefano, Alessandro, Bini, Fabiano, Lauciello, Nicolò, Pasini, Giovanni, Marinozzi, Franco, Russo, Giorgio

“…) contrast enhancement and (vi) model training, a DeepLabV3+ convolutional neural network (CNN) was fine tuned to perform whole-lung-region segmentation…”
Získat plný text

A Patient-Specific Algorithm for Lung Segmentation in Chest Radiographs Autor De Silva, Manawaduge Supun, Narayanan, Barath Narayanan, Hardie, Russell C.

“…). Currently, the U-Net and DeepLabv3+ convolutional neural network architectures are widely used to perform CR lung segmentation…”
Získat plný text

Image Screening and Patient-Specific Lung Segmentation Algorithm for Chest Radiographs Autor De Silva, Manawaduge Supun Samudika

“…Chest radiography is a medical imaging modality widely used in computer-aided detection (CADe) and computer-aided diagnosis (CADx) systems to detect and…”
Získat plný text