Výsledky vyhledávání - Deep Learning in Computer Vision and Image Recognition

Memory‐augmented neural networks based dynamic complex image segmentation in digital twins for self‐driving vehicle Autor Zhihan Lv, Ling Qiao, Shuo Yang, Jinhua Li, Haibin Lv, Francesco Piccialli

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Ensembled Transfer Learning Based Multichannel Attention Networks for Human Activity Recognition in Still Images Autor Koki Hirooka, Md. Al Mehedi Hasan, Jungpil Shin, Azmain Yakin Srizon

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A Theoretical Framework Towards Building a Lightweight Model for Pothole Detection using Knowledge Distillation Approach Autor Ramli Musa, Mohamed Hamada, Mohammed Hassan

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Automatic Region-Based Brain Classification of MRI-T1 Data Autor Sepideh Yazdani, Rubiyah Yusof, Alireza Karimian, Yasue Mitsukira, Amirshahram Hematian

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Foreground Object Detection by Motion-based Grouping of Object Parts Autor Zhipeng Wang, Jinshi Cui, Hongbin Zha, Masataka Kagesawa, Shintaro Ono, Katsushi Ikeuchi

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DECIMER.ai: an open platform for automated optical chemical structure identification, segmentation and recognition in scientific publications Autor Rajan, Kohulan, Brinkhaus, Henning Otto, Agea, M. Isabel, Zielesny, Achim, Steinbeck, Christoph

“… As an open-source platform that leverages recent advancements in deep learning, computer vision, and natural language processing, DECIMER.ai…”
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Particle Recognition on Transmission Electron Microscopy Images Using Computer Vision and Deep Learning for Catalytic Applications Autor Nartova, Anna V., Mashukov, Mikhail Yu, Astakhov, Ruslan R., Kudinov, Vitalii Yu, Matveev, Andrey V., Okunev, Alexey G.

“… In this paper, we present the results of the application of deep learning to the automated recognition of nanoparticles deposited on porous supports…”
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Nanoparticle Recognition on Scanning Probe Microscopy Images Using Computer Vision and Deep Learning Autor Okunev, Alexey G., Mashukov, Mikhail Yu, Nartova, Anna V., Matveev, Andrey V.

“… In this paper, we present results from the application of deep learning to automated recognition of metal nanoparticles deposited on highly oriented pyrolytic graphite on images obtained by scanning…”
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Deep learning-based image recognition for autonomous driving Autor Fujiyoshi, Hironobu, Hirakawa, Tsubasa, Yamashita, Takayoshi

“… (called handcrafted features) and machine learning method. After entering the 2010, However, many image recognition methods that use deep learning have been proposed…”
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AI-Based Computer Vision Techniques and Expert Systems Autor Matsuzaka, Yasunari, Yashiro, Ryu

“… Deep learning is a method of realising computer vision using image recognition and object detection technologies…”
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A survey on deep learning based face recognition Autor Guo, Guodong, Zhang, Na

“… This paper summarizes about 330 contributions in this area. It reviews major deep learning concepts pertinent to face image analysis and face recognition, and provides…”
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EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation Autor Chen, Hansheng, Wang, Pichao, Wang, Fan, Tian, Wei, Xiong, Lu, Li, Hao

“…Locating 3D objects from a single RGB image via Perspective-n-Points (PnP) is a long-standing problem in computer vision…”
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Research on Optimization Algorithm of Computer Vision Based on Deep Learning in Image Recognition Autor Dekun, Xian

“…This project aims to improve the adaptive capability of the image recognition system…”
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A systematic review and Meta-data analysis on the applications of Deep Learning in Electrocardiogram Autor Musa, Nehemiah, Gital, Abdulsalam Ya’u, Aljojo, Nahla, Chiroma, Haruna, Adewole, Kayode S., Mojeed, Hammed A., Faruk, Nasir, Abdulkarim, Abubakar, Emmanuel, Ifada, Folawiyo, Yusuf Y., Ogunmodede, James A., Oloyede, Abdukareem A., Olawoyin, Lukman A., Sikiru, Ismaeel A., Katb, Ibrahim

“…The success of deep learning over the traditional machine learning techniques in handling artificial intelligence application tasks such as image processing, computer vision, object detection, speech…”
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A Study of Deep Learning Based Computer Vision Algorithms in Image Recognition Autor Sun, Jiarui, Zhao, Yong, Wang, Xinan

“…With the rapid development of computer vision technology, image recognition, as one of its core tasks, plays an important role in several industries…”
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RGB-D-based human motion recognition with deep learning: A survey Autor Wang, Pichao, Li, Wanqing, Ogunbona, Philip, Wan, Jun, Escalera, Sergio

“… In recent years, motion recognition based on RGB-D data has attracted much attention. Along with the development in artificial intelligence, deep learning techniques have gained remarkable success in computer vision…”
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Deep Learning (CNN) and Transfer Learning: A Review Autor Gupta, Jaya, Pathak, Sunil, Kumar, Gireesh

“… A number of experiments showed that deep learning systems fared better than traditional ones when it came to image processing, computer vision, and pattern recognition…”
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Radar Jamming Image Recognition based on Deep Learning and Computer Vision Autor Cheng, Yuxin

“… In view of this problem, this paper is based on deep learning and computer vision testing to determine whether the distorted radar image can be correctly recognized under the interference of rain and fog…”
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Research on the Application of Computer Vision Algorithms Based on Deep Learning in Image Recognition Autor Wang, Zhihua

“…A new method of image recognition based on Mobile Net and Self-Attention is presented…”
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Computer vision applications for the detection or analysis of tuberculosis using digitised human lung tissue images - a systematic review Autor Lumamba, Kapongo D., Wells, Gordon, Naicker, Delon, Naidoo, Threnesan, Steyn, Adrie J. C., Gwetu, Mandlenkosi

“… We categorised the computer vision platform into four technologies: image processing, object/pattern recognition, computer graphics, and deep learning…”
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