Výsledky vyhledávání - "Multimedia information systems."

The science of citizen science Autor Vohland, Katrin

“…This open access book discusses how the involvement of citizens into scientific endeavors is expected to contribute to solve the big challenges of our time,…”
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Object detection using YOLO: challenges, architectural successors, datasets and applications Autor Diwan, Tausif, Anirudh, G., Tembhurne, Jitendra V.

“…Object detection is one of the predominant and challenging problems in computer vision. Over the decade, with the expeditious evolution of deep learning,…”
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A review on genetic algorithm: past, present, and future Autor Katoch, Sourabh, Chauhan, Sumit Singh, Kumar, Vijay

“…In this paper, the analysis of recent advances in genetic algorithms is discussed. The genetic algorithms of great interest in research community are selected…”
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Natural language processing: state of the art, current trends and challenges Autor Khurana, Diksha, Koli, Aditya, Khatter, Kiran, Singh, Sukhdev

“…Natural language processing (NLP) has recently gained much attention for representing and analyzing human language computationally. It has spread its…”
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Effects of AR Display Context Switching and Focal Distance Switching on Human Performance Autor Gabbard, Joseph L., Mehra, Divya Gupta, Swan, J. Edward

“…In augmented reality (AR) environments, information is often distributed between real world and virtual contexts, and often appears at different distances from…”
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Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey Autor Jelodar, Hamed, Wang, Yongli, Yuan, Chi, Feng, Xia, Jiang, Xiahui, Li, Yanchao, Zhao, Liang

“…Topic modeling is one of the most powerful techniques in text mining for data mining, latent data discovery, and finding relationships among data and text…”
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Slim-neck by GSConv: a lightweight-design for real-time detector architectures Autor Li, Hulin, Li, Jun, Wei, Hanbing, Liu, Zheng, Zhan, Zhenfei, Ren, Qiliang

“…Real-time object detection is significant for industrial and research fields. On edge devices, a giant model is difficult to achieve the real-time detecting…”
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A review of object detection based on deep learning Autor Xiao, Youzi, Tian, Zhiqiang, Yu, Jiachen, Zhang, Yinshu, Liu, Shuai, Du, Shaoyi, Lan, Xuguang

“…With the rapid development of deep learning techniques, deep convolutional neural networks (DCNNs) have become more important for object detection. Compared…”
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A review on extreme learning machine Autor Wang, Jian, Lu, Siyuan, Wang, Shui-Hua, Zhang, Yu-Dong

“…Extreme learning machine (ELM) is a training algorithm for single hidden layer feedforward neural network (SLFN), which converges much faster than traditional…”
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Vision-based human activity recognition: a survey Autor Beddiar, Djamila Romaissa, Nini, Brahim, Sabokrou, Mohammad, Hadid, Abdenour

“…Human activity recognition (HAR) systems attempt to automatically identify and analyze human activities using acquired information from various types of…”
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FakeBERT: Fake news detection in social media with a BERT-based deep learning approach Autor Kaliyar, Rohit Kumar, Goswami, Anurag, Narang, Pratik

“…In the modern era of computing, the news ecosystem has transformed from old traditional print media to social media outlets. Social media platforms allow us to…”
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Multimedia Systems Autor Martirosyan, Robert

“…This text covers the design, development, and implementation of multimedia applications and systems. The book explores various topics such as multimedia…”
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Sketch-based manga retrieval using manga109 dataset Autor Matsui, Yusuke, Ito, Kota, Aramaki, Yuji, Fujimoto, Azuma, Ogawa, Toru, Yamasaki, Toshihiko, Aizawa, Kiyoharu

“…Manga (Japanese comics) are popular worldwide. However, current e-manga archives offer very limited search support, i.e., keyword-based search by title or…”
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YOLO-based Object Detection Models: A Review and its Applications Autor Vijayakumar, Ajantha, Vairavasundaram, Subramaniyaswamy

“…In computer vision, object detection is the classical and most challenging problem to get accurate results in detecting objects. With the significant…”
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Human action recognition using fusion of multiview and deep features: an application to video surveillance Autor Khan, Muhammad Attique, Javed, Kashif, Khan, Sajid Ali, Saba, Tanzila, Habib, Usman, Khan, Junaid Ali, Abbasi, Aaqif Afzaal

“…Human Action Recognition (HAR) has become one of the most active research area in the domain of artificial intelligence, due to various applications such as…”
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Generative artificial intelligence: a systematic review and applications Autor Sengar, Sandeep Singh, Hasan, Affan Bin, Kumar, Sanjay, Carroll, Fiona

“…In recent years, the study of artificial intelligence (AI) has undergone a paradigm shift. This has been propelled by the groundbreaking capabilities of…”
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PSNR vs SSIM: imperceptibility quality assessment for image steganography Autor Setiadi, De Rosal Igantius Moses

“…Peak signal to noise ratio (PSNR) and structural index similarity (SSIM) are two measuring tools that are widely used in image quality assessment. Especially…”
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Water quality prediction using machine learning models based on grid search method Autor Shams, Mahmoud Y., Elshewey, Ahmed M., El-kenawy, El-Sayed M., Ibrahim, Abdelhameed, Talaat, Fatma M., Tarek, Zahraa

“…Water quality is very dominant for humans, animals, plants, industries, and the environment. In the last decades, the quality of water has been impacted by…”
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A review of immersive virtual reality serious games to enhance learning and training Autor Checa, David, Bustillo, Andres

“…The merger of game-based approaches and Virtual Reality (VR) environments that can enhance learning and training methodologies have a very promising future,…”
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Dropout vs. batch normalization: an empirical study of their impact to deep learning Autor Garbin, Christian, Zhu, Xingquan, Marques, Oge

“…Overfitting and long training time are two fundamental challenges in multilayered neural network learning and deep learning in particular. Dropout and batch…”
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