Search Results - 1237: Advanced Deep Learning for Computer Vision and Multimedia Applications

Advanced deep learning for computer vision and multimedia applications

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Deep learning-based vehicle event identification by Chen, Yen-Yu, Chen, Jui-Chi, Lian, Zhen-You, Chiang, Hsin-You, Huang, Chung-Lin, Chuang, Cheng-Hung

“… This study used deep learning methods to automatically recognize vehicle events from recorded driving videos…”
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Robust autonomous driving control using deep hybrid-learning network under rainy/snown conditions by Lee, Chao-Yang, Khanum, Abida, Sung, Tien-Wen

“…The study introduces a groundbreaking two-stage deep hybrid learning architecture, Robust Autonomous Driving Control (RADC…”
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Wrist joint synovial hypertrophy and effusion detection in musculoskeletal ultrasound images using self-attention U-Net by Chang, Chuan-Wang, Chang, Chuan-Yu, Zhu, Yu-Xian, Wang, Sz-Tsan

“… Leveraging deep learning techniques, specifically semantic segmentation models, we introduce SEAT-UNet, which combines the U-Net architecture with a self-attention mechanism to enhance the accuracy…”
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Optimizing photo-to-anime translation with prestyled paired datasets by Chang, Chuan-Wang, Dharmawan, Pratamagusta

“… Numerous methods for style transfer have been developed using unsupervised learning and have achieved impressive results…”
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Sub-pixel multi-scale fusion network for medical image segmentation by Li, Jing, Chen, Qiaohong, Fang, Xian

“…CNNs and Transformers have significantly advanced the domain of medical image segmentation…”
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AVAFN-adaptive variational autoencoder fusion network for multispectral image by Chu, Wen-Lin, Tu, Ching-Che, Jian, Bo-Lin

“… The development of deep learning has significantly advanced image fusion, with neural networks' powerful feature extraction and reconstruction capabilities broadening the prospects for fused images…”
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ST-LP: self-training and label propagation for semi-supervised classification by Lin, Chih-Wen, Chiang, Chen-Kuo, Wang, Yu-An, Yang, Yue-Lin, Li, Hao-Ting, Lin, Tzu-Chieh

“…Due to the particularly high costs of manual data labeling, especially in the field of medical imaging, and the necessity for specialized knowledge, there is a…”
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Accurate detection of fresh and old vertebral compression fractures on CT images using ensemble YOLOR by Hsieh, Min-Hong, Chang, Chuan-Yu, Hsu, Shao-Min

“…Vertebral compression fractures resulting from osteoporosis contribute to pain and disability among older people, necessitating early detection and treatment…”
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Fuzzy validation of Taguchi-based convolutional fuzzy neural classifier for lung cancer imaging by Chang, Tsang-Chuan, Lin, Cheng-Jian, Yang, Tang-Yun

“…While deep learning technology is widely used in the field of image classification and recognition, parameter setting for convolutional neural networks is complex, and a high number of parameters make…”
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WITHDRAWN: Advanced machine learning-based implementation patterns for computer vision and real-time multimedia applications by Janga, Vijaykumar, V., Sravan Kumar, Enugala, Vinay Kumar

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Deep learning for computer vision: expert techniques to train advanced neural networks using TensorFlow and Keras by Shanmugamani, Rajalingappaa

“…Deep learning has shown its power in several application areas of Artificial Intelligence, especially in Computer Vision, the science of manipulating and processing images…”
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Advanced Methods and Deep Learning in Computer Vision by Davies, E. R, Turk, Matthew

“…Advanced Methods and Deep Learning in Computer Vision presents advanced computer vision methods, emphasizing machine and deep learning techniques that have emerged during the past 5-10…”
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Advanced Methods and Deep Learning in Computer Vision

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ADVANCED FOOTBALL ANALYSIS SYSTEM USING MACHINE LEARNING, COMPUTER VISION, AND DEEP LEARNING TECHNIQUES

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An Advanced Driver Assistance System Using Computer Vision and Deep-Learning by Trivedi, Yash, Negandhi, Prashil

“… It uses computer vision algorithms to detect lanes, deep-learning to identify obstacles like other vehicles and decision trees to take driving decisions…”
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An Advanced Deep Learning and Computer Vision Framework for Precipitation Retrieval from Multi-Spectral Satellite Information by Hayatbini, Negin

“… In this dissertation, state-of-the-art data-driven frameworks are proposed based on advanced deep learning algorithms and computer vision tools to extract the most useful…”
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Using Real-Time Integrated Computer Vision and Deep Learning for Advanced Factory Safety by Tsai, Shang-Te, Chang, Yu-Cheng, Huang, Chao-Yi, Yang, Fang-Yuan, Chien, Wei, Wu, Zong-Rong

“… Using computer vision technology, we experimented with scenarios such as "normal operations" and "unexpected incidents" to enhance safety measures…”
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Deep Learning for Computer Vision: Expert techniques to train advanced neural networks using TensorFlow and Keras by Shanmugamani, Rajalingappaa

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Advanced Computer Vision Alignment Technique Using Preprocessing Filters and Deep Learning by Ghindawi, Ekhlas Watan

“… Deep learning techniques, which have been more and more popular recently, provide good outcomes when applied to alignment challenges in addition to many other computer vision problems…”
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