Encoder-decoder based convolutional neural networks for image forgery detection
Sign Up to like & getrecommendations! Published in 2021 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-10158-3
Abstract: Today, images editing software has greatly evolved, thanks to them that the semantic manipulation of images has become easier. On the other hand, the identification of these modifications becomes a very difficult task because the… read more here.
Keywords: based convolutional; encoder decoder; neural networks; convolutional neural ... See more keywords
Scale adaptive correlation tracking based on convolutional features
Sign Up to like & getrecommendations! Published in 2019 at "Wireless Networks"
DOI: 10.1007/s11276-017-1655-2
Abstract: In recent years, several correlation tracking algorithms have been proposed exploiting hierarchical features from deep convolutional neural networks. However, most of these methods focus on utilizing the hierarchical features for target translation and use a… read more here.
Keywords: scale adaptive; based convolutional; tracking based; adaptive correlation ... See more keywords
Localization and Classification of Rice-grain Images Using Region Proposals-based Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Automation and Computing"
DOI: 10.1007/s11633-019-1207-6
Abstract: This paper proposes a solution to localization and classification of rice grains in an image. All existing related works rely on conventional based machine learning approaches. However, those techniques do not do well for the… read more here.
Keywords: rice; classification rice; localization classification; convolutional neural ... See more keywords
Inversion of Oceanic Parameters Represented by CTD Utilizing Seismic Multi-Attributes Based on Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ocean University of China"
DOI: 10.1007/s11802-020-4133-x
Abstract: In Recent years, seismic data have been widely used in seismic oceanography for the inversion of oceanic parameters represented by conductivity temperature depth (CTD). Using this technique, researchers can identify the water structure with high… read more here.
Keywords: inversion; oceanic parameters; inversion oceanic; convolutional neural ... See more keywords
A new method for automatic counting of ovarian follicles on whole slide histological images based on convolutional neural network
Sign Up to like & getrecommendations! Published in 2019 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2019.103350
Abstract: The ovary is a complex endocrine organ that shows significant structural and functional changes in the female reproductive system over recurrent cycles. There are different types of follicles in the ovarian tissue. The reproductive potential… read more here.
Keywords: images based; method; based convolutional; slide histological ... See more keywords
Label number Recognition Based on Convolutional Neural Networks in industrial products
Sign Up to like & getrecommendations! Published in 2019 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2019.12.409
Abstract: Abstract Aiming at the identification of a certain kind of industrial black material product, this paper proposes a method based on convolutional neural network (CNN) for digital identification of product labels. The platform of image… read more here.
Keywords: recognition based; neural networks; convolutional neural; based convolutional ... See more keywords
Texture feed based convolutional neural network for pansharpening
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.02.083
Abstract: Abstract Fusion of panchromatic (PAN) and multispectral (MS) images, called pansharpening, is one of the main challenging problems in remote sensing. Convolutional neural network (CNN) based pansharpening has been introduced in some works recently. The… read more here.
Keywords: network; convolutional neural; texture feed; based convolutional ... See more keywords
Flame Edge Detection Method Based on a Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "ACS Omega"
DOI: 10.1021/acsomega.2c02858
Abstract: In this study, an improved flame edge detector based on convolutional neural network (CNN) was proposed. The proposed method can generate edge graphs and extract edge graphs relatively effectively. Our network architecture was based on… read more here.
Keywords: network; flame; convolutional neural; flame edge ... See more keywords
Clinical Assistant Diagnosis for Electronic Medical Record Based on Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2018 at "Scientific Reports"
DOI: 10.1038/s41598-018-24389-w
Abstract: Automatically extracting useful information from electronic medical records along with conducting disease diagnoses is a promising task for both clinical decision support(CDS) and neural language processing(NLP). Most of the existing systems are based on artificially… read more here.
Keywords: diagnosis; convolutional neural; based convolutional; neural network ... See more keywords
Automated ECG Classification Using Dual Heartbeat Coupling Based on Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2833841
Abstract: A high performance electrocardiogram (ECG)-based arrhythmic beats classification system is presented in this paper. The classifier was designed based on convolutional neural network (CNN). Single channel ECG signal was segmented into heartbeats in accordance with… read more here.
Keywords: classification; heartbeat; system; convolutional neural ... See more keywords
HEVC Intra Frame Coding Based on Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2867342
Abstract: The HEVC standard offers high performance with a lower bitrate for intra frame coding, but still requires many bits. An alternative intra frame coding framework based on convolutional neural network (CNN) is proposed in this… read more here.
Keywords: intra frame; hevc; based convolutional; frame coding ... See more keywords