Results 31 to 40 of about 39,255 (224)
Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO
, 2017 The exquisite sensitivity of the advanced LIGO detectors has enabled the detection of multiple gravitational wave signals. The sophisticated design of these detectors mitigates the effect of most types of noise.
George, Daniel +2 more
core +2 more sources
Comparison Study of Convolutional Neural Network Architecture in Aglaonema Classification
International Journal of Electronics and Communications System, 2022 Convolutional Neural Network (CNN) is very good at classifying images. To measure the best CNN architecture, a study must be done against real-case scenarios.
Yessi Mulyani +3 more
doaj +1 more source
Can the early human visual system compete with Deep Neural Networks?
, 2017 We study and compare the human visual system and state-of-the-art deep neural networks on classification of distorted images. Different from previous works, we limit the display time to 100ms to test only the early mechanisms of the human visual system ...
Dodge, Samuel, Karam, Lina
core +1 more source
Advanced Design for Weakly Coupled Resonators by Automatic Active Optimization
Advanced Materials Technologies, EarlyView.An Automatic Active Optimization (AAO) strategy integrates machine learning predictors and genetic algorithms in a closed‐loop workflow. By iteratively expanding its dataset with new discoveries, AAO overcomes the limits of conventional methods. This approach finds superior microstructural designs beyond the initial sample space. We demonstrate this on
Wei Yue +8 more
wiley +1 more source
Art of singular vectors and universal adversarial perturbations
, 2017 Vulnerability of Deep Neural Networks (DNNs) to adversarial attacks has been attracting a lot of attention in recent studies. It has been shown that for many state of the art DNNs performing image classification there exist universal adversarial ...
Khrulkov, Valentin, Oseledets, Ivan
core +1 more source
Advanced Robotics Research, EarlyView.An AI‐powered, robot‐assisted framework automatically produces, images, and analyzes 3D tumor spheroids to evaluate drug efficacy. Integrated modules handle spheroid formation, live/dead staining, brightfield imaging, and automated image analysis, including spheroid segmentation, viability and metrics to assess the drug treatment efficacy. The workflow
Dalia Mahdy +13 more
wiley +1 more source
Enhancing Batik Classification Leveraging CNN Models and Transfer Learning
JOIV: International Journal on Informatics VisualizationBatik is a traditional art originating from Indonesia and recognized by UNESCO. Batik motifs vary depending on the region of origin. The diverse batik motifs reflect the rich cultural heritage and unique traditions owned by each region in Indonesia. From
Am Akbar Mabrur Perdana +2 more
doaj +1 more source
Large-Scale Plant Classification with Deep Neural Networks
, 2017 This paper discusses the potential of applying deep learning techniques for plant classification and its usage for citizen science in large-scale biodiversity monitoring. We show that plant classification using near state-of-the-art convolutional network
Alexis Joly +3 more
core +1 more source
Deep Learning‐Assisted Coherent Raman Scattering Microscopy
Advanced Intelligent Discovery, EarlyView.The analytical capabilities of coherent Raman scattering microscopy are augmented through deep learning integration. This synergistic paradigm improves fundamental performance via denoising, deconvolution, and hyperspectral unmixing. Concurrently, it enhances downstream image analysis including subcellular localization, virtual staining, and clinical ...
Jianlin Liu +4 more
wiley +1 more source
Sea Land Segmentation of East Java’s North Coast Using Landsat 9 and ResNet50
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)Coastal regions are among the most vulnerable ecosystems due to the combined impacts of natural processes and human activities. Climate change, population growth, and coastal development accelerate shoreline dynamics, increasing the need for accurate and
Nur Nafiiyah +4 more
doaj +1 more source