Deep Learning and Computer Vision Techniques for Enhanced Quality Control in Manufacturing Processes
Ensuring product quality and integrity is paramount in the rapidly evolving landscape of
industrial manufacturing. Although effective to a certain degree, traditional quality control …
industrial manufacturing. Although effective to a certain degree, traditional quality control …
Crop Type Identification Using High-Resolution Remote Sensing Images Based on an Improved DeepLabV3+ Network
Z Chang, H Li, D Chen, Y Liu, C Zou, J Chen, W Han… - Remote Sensing, 2023 - mdpi.com
Remote sensing technology has become a popular tool for crop classification, but it faces
challenges in accurately identifying crops in areas with fragmented land plots and complex …
challenges in accurately identifying crops in areas with fragmented land plots and complex …
[HTML][HTML] A source-free unsupervised domain adaptation method for cross-regional and cross-time crop map** from satellite image time series
Precise and timely information about crop types plays a crucial role in various agriculture-
related applications. However, crop type map** methods often face significant challenges …
related applications. However, crop type map** methods often face significant challenges …
Attention mechanism-combined LSTM for grain yield prediction in China using multi-source satellite imagery
F Liu, X Jiang, Z Wu - Sustainability, 2023 - mdpi.com
Grain yield prediction affects policy making in various aspects such as agricultural
production planning, food security assurance, and adjustment of foreign trade. Accurately …
production planning, food security assurance, and adjustment of foreign trade. Accurately …
Precision crop map**: within plant canopy discrimination of crop and soil using multi-sensor hyperspectral imagery
Leveraging diverse optomechanical and imaging technologies for precision agriculture
applications is gaining attention in emerging economies. The precise spatial detection of …
applications is gaining attention in emerging economies. The precise spatial detection of …
High-Resolution National-Scale Map** of Paddy Rice Based on Sentinel-1/2 Data
Rice has always been one of the major food sources for human beings, and the monitoring
and planning of cultivation areas to maintain food security and achieve sustainable …
and planning of cultivation areas to maintain food security and achieve sustainable …
Semantic segmentation of satellite images for crop type identification in smallholder farms
Accurate and reliable crop type identification from satellite images provides a foundation for
crop yield predictions which paves the way to help ensure food security. Most of the work …
crop yield predictions which paves the way to help ensure food security. Most of the work …
Fine-Scale (10 m) Dynamics of Smallholder Farming through COVID-19 in Eastern Thailand
This study aims to understand the spatiotemporal changes in patterns of tropical crop
cultivation in Eastern Thailand, encompassing the periods before, during, and after the …
cultivation in Eastern Thailand, encompassing the periods before, during, and after the …
Early Crop Identification Study Based on Sentinel-1/2 Images with Feature Optimization Strategy
J Luo, M ** of crop types is crucial for agricultural insurance, futures,
and assessments of food security risks. However, crop map** is currently focused on the …
and assessments of food security risks. However, crop map** is currently focused on the …
Enhancing Crop Map** Precision through Multi-Temporal Sentinel-2 Image and Spatial-Temporal Neural Networks in Northern Slopes of Tianshan Mountain
X Zhang, Y Guo, X Tian, Y Bai - Agronomy, 2023 - mdpi.com
Northern Slopes of Tianshan Mountain (NSTM) in ** across vast agricultural …