Výsledky vyhledávání - "1237: Advanced Deep Learning for Computer Vision and Multimedia Applications"

Wrist joint synovial hypertrophy and effusion detection in musculoskeletal ultrasound images using self-attention U-Net Autor Chang, Chuan-Wang, Chang, Chuan-Yu, Zhu, Yu-Xian, Wang, Sz-Tsan

“…Skeletal muscle ultrasound has emerged as a pivotal imaging modality in rheumatology clinics, offering unparalleled advantages such as radiation-free imaging,…”
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Robust autonomous driving control using deep hybrid-learning network under rainy/snown conditions Autor Lee, Chao-Yang, Khanum, Abida, Sung, Tien-Wen

“…The study introduces a groundbreaking two-stage deep hybrid learning architecture, Robust Autonomous Driving Control (RADC), designed to address the formidable…”
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ST-LP: self-training and label propagation for semi-supervised classification Autor 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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Deep learning-based vehicle event identification Autor Chen, Yen-Yu, Chen, Jui-Chi, Lian, Zhen-You, Chiang, Hsin-You, Huang, Chung-Lin, Chuang, Cheng-Hung

“…In recent years, there has been a rapid development of intelligent driving assistance systems. Although most vehicles nowadays are equipped with driving…”
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AVAFN-adaptive variational autoencoder fusion network for multispectral image Autor Chu, Wen-Lin, Tu, Ching-Che, Jian, Bo-Lin

“…Image fusion involves extracting and combining the most meaningful information from images captured by different sensors, aiming to create a single image…”
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Optimizing photo-to-anime translation with prestyled paired datasets Autor Chang, Chuan-Wang, Dharmawan, Pratamagusta

“…Animation is a widespread artistic expression that holds a special place in people's hearts. Traditionally, animation creation has relied heavily on manual…”
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Sub-pixel multi-scale fusion network for medical image segmentation Autor Li, Jing, Chen, Qiaohong, Fang, Xian

“…CNNs and Transformers have significantly advanced the domain of medical image segmentation. The integration of their strengths facilitates rich feature…”
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Accurate detection of fresh and old vertebral compression fractures on CT images using ensemble YOLOR Autor 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 Autor 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…”
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Advanced deep learning for computer vision and multimedia applications

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