Impact of multilayer ELM feature mapping technique on supervised and semi-supervised learning algorithms
Sign Up to like & getrecommendations! Published in 2022 at "Soft Computing"
DOI: 10.1007/s00500-021-06387-9
Abstract: The popularity of deep learning architecture is increasing day by day. But the majority of deep learning algorithms have their own limitations, such as slow convergence, high training time, sensitivity to noisy data, the problem… read more here.
Keywords: multilayer elm; learning algorithms; multilayer; feature mapping ... See more keywords
Iterative feature mapping network for detecting multiple changes in multi-source remote sensing images
Sign Up to like & getrecommendations! Published in 2018 at "ISPRS Journal of Photogrammetry and Remote Sensing"
DOI: 10.1016/j.isprsjprs.2018.09.002
Abstract: Abstract Owing to the rapid development of remote sensing technology, various types of data can be easily acquired at present. However, it has become an important but more challenging task for effectively highlighting changes occurring… read more here.
Keywords: feature; remote sensing; feature mapping; mapping network ... See more keywords
Advancing Sophisticated Photochemistry Simulation in Atmospheric Numerical Models With Artificial Intelligence PhotoChemistry (AIPC) Scheme Using the Feature‐Mapping Subspace Self‐Attention Algorithm
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Advances in Modeling Earth Systems"
DOI: 10.1029/2024ms004646
Abstract: Accurate simulation of atmospheric photochemistry is essential for air quality and climate studies but computationally expensive in three‐dimensional atmospheric models. Artificial intelligence (AI) algorithms show promise for accelerating photochemical simulations, but integrating them reliably into… read more here.
Keywords: mapping subspace; feature mapping; attention; photochemistry ... See more keywords
Hand Vein Recognition Algorithm Based on NMF with Sparsity and Clustering Property Constraints in Feature Mapping Space
Sign Up to like & getrecommendations! Published in 2019 at "Chinese Journal of Electronics"
DOI: 10.1049/cje.2019.06.003
Abstract: Most of the existed vein features are lack of robustness to light intensity variation, and some algorithms rely on the specified vein data sets, which leads to the limitation of real applications. To solve the… read more here.
Keywords: vein; vein recognition; recognition; algorithm based ... See more keywords
Dynamic feature mapping network for unsupervised low-light image enhancement
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.34.2.023004
Abstract: Abstract. Low-light image enhancement is a challenging task, and zero-reference deep curve estimation (Zero-DCE) is a popular method. However, due to the accumulation of results during the iterative process, Zero-DCE often leads to excessive enhancement.… read more here.
Keywords: low light; feature mapping; dynamic feature; image enhancement ... See more keywords
Corrigendum: Morphological feature and mapping inflammation in classified carotid plaques in symptomatic and asymptomatic patients: a hybrid 18F-FDG PET/MR study
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2023.1209830
Abstract: [This corrects the article DOI: 10.3389/fnins.2023.1144248.]. read more here.
Keywords: feature mapping; classified carotid; inflammation classified; corrigendum morphological ... See more keywords
Fine-Grained Mapping Between Daily Activity Features in Smart Homes
Sign Up to like & getrecommendations! Published in 2025 at "Algorithms"
DOI: 10.3390/a18030131
Abstract: For daily activity recognition in smart homes, it is possible to reduce the effort required for labeling by transferring a trained model. This involves utilizing a labeled daily activity dataset from one smart home to… read more here.
Keywords: feature mapping; smart homes; fine grained; daily activity ... See more keywords
Feature Mapping for Rice Leaf Defect Detection Based on a Custom Convolutional Architecture
Sign Up to like & getrecommendations! Published in 2022 at "Foods"
DOI: 10.3390/foods11233914
Abstract: Rice is a widely consumed food across the world. Whilst the world recovers from COVID-19, food manufacturers are looking to enhance their quality inspection processes for satisfying exportation requirements and providing safety assurance to their… read more here.
Keywords: feature mapping; rice leaf; rice; detection ... See more keywords