Search Results - "Image classification algorithm"

A Social Network Image Classification Algorithm Based on Multimodal Deep Learning by Bai, Junwei, Chi, Cheng

“… For accurate classification of social network images, this paper proposes a social network image classification algorithm based on multimodal deep learning…”
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Comparison among Four Deep Learning Image Classification Algorithms in AI-based Diatom Test by Zhu, Yong-Zheng, Zhang, Ji, Cheng, Qi, Yu, Hui-Xiao, Deng, Kai-Fei, Zhang, Jian-Hua, Qin, Zhi-Qiang, Zhao, Jian, Sun, Jun-Hong, Huang, Ping

“…To select four algorithms with relatively balanced complexity and accuracy among deep learning image classification algorithms for automatic diatom recognition, and to explore the most suitable…”
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Decoding Lung Cancer Radiogenomics: A Custom Clustering/Classification Methodology to Simultaneously Identify Important Imaging Features and Relevant Genes by Provenzano, Destie, Lichtenberger, John P., Goyal, Sharad, Rao, Yuan James

“…) image classification was run on CT data for these genetic clusters; (3) misclassified subjects were re-classified based on the image classification algorithm; and (4…”
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Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks by Shi, Lan, Wank, Marianthie, Chen, Yan, Wang, Yibo, Liu, Yachuan, Hector, Emily C., Song, Peter X.K.

“…Objective: We propose a new analytic framework, "Artificial Synthetic Imaging Data (ASID) Workflow," for sleep classification from a wearable device…”
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Lumbar Ultrasound Image Feature Extraction and Classification with Support Vector Machine by Yu, Shuang, Tan, Kok Kiong, Sng, Ban Leong, Li, Shengjin, Sia, Alex Tiong Heng

“… To solve the problem, we have developed an image classification algorithm that can automatically identify the bone/interspinous region for ultrasound images obtained from lumbar spine of pregnant…”
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Improved image representation and sparse representation for face recognition by Wei, Xuqin, Shi, Yun, Gong, Weiyin, Guan, Yanyun

“… To solve this problem, this paper proposes a novel image classification algorithm. The algorithm uses an improved image representation method to generate virtual…”
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Decoding Subject-Driven Cognitive States from EEG Signals for Cognitive Brain–Computer Interface by Huang, Dingyong, Wang, Yingjie, Fan, Liangwei, Yu, Yang, Zhao, Ziyu, Zeng, Pu, Wang, Kunqing, Li, Na, Shen, Hui

“…In this study, we investigated the feasibility of using electroencephalogram (EEG) signals to differentiate between four distinct subject-driven cognitive states…”
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Noninvasive COVID-19 Screening Using Deep-Learning-Based Multilevel Fusion Model With an Attention Mechanism by Hossain, M. Shamim, Shorfuzzaman, Mohammad

“… However, when it comes to detecting COVID-19 from CXR images, most of the approaches rely on standard image classification algorithms, which have limitations with low identification accuracy…”
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Non-Invasive COVID-19 Screening Using Deep Learning-Based Multilevel Fusion Model With an Attention Mechanism by Hossain, M. Shamim, Shorfuzzaman, Mohammad

“… However, when it comes to detecting COVID-19 from CXR images, most of the approaches rely on standard image classification algorithms, which have limitations with low identification accuracy…”
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IMAGE CLASSIFIER RESILIENT TO ADVERSARIAL ATTACKS, FAULT INJECTIONS AND CONCEPT DRIFT – MODEL ARCHITECTURE AND TRAINING ALGORITHM by Moskalenko, V. V., Moskalenko, A. S., Korobov, A. G., Zaretsky, M. O.

“…Context. The problem of image classification algorithms vulnerability to destructive perturbations has not yet been definitively resolved and is quite relevant for safety-critical applications…”
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Seasonal Multi-temporal Pixel Based Crop Types and Land Cover Classification for Satellite Images using Convolutional Neural Networks by Laban, Noureldin, Abdellatif, Bassam, Ebeid, Hala M., Shedeed, Howida A., Tolba, Mohamed F.

“… (1-D DCNN). The proposed architecture is compared with other methods of satellite image classification algorithms…”
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Machine Learning in Adversarial Settings: Attacks and Defenses by Hosseini, Hossein

“… Learning models are subject to attacks at both training and test phases. The main threat at test time is evasion attack, in which the attacker subtly modifies…”
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Muscle Fatigue Detection Using Infrared Thermography: Image Segmentation to Extract the Region of Interest from Thermograms by Ramamoorthy, Dhyanesh

“…A major public health problem which affects people from all walks of life is muscle injury. Muscle fatigue can be defined as a reversible decrease in the…”
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Performance evaluation of Decision Tree and neural network techniques for road scene image classification task by Rouabeh, Hanene, Abdelmoula, Chokri, Masmoudi, Mohamed

“…This paper discusses the evaluation of two supervised learning based image classification algorithms…”
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A Machine-Synesthetic Approach To DDoS Network Attack Detection by Kuznetsova, Anna, Monakhov, Yuri, Nikitin, Oleg, Kharlamov, Alexey, Amochkin, Alexandr

“… classification algorithms in the problem of detecting network anomalies, making it possible to use non…”
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