This study presents an innovative interactive segmentation algorithm for fine art images using point cloud pre-Training principles. With increasing demands for precision and variety in imageprocessing, conventional m...
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This work aims to improve the accuracy of computer vision and deep learning methods for age and gender prediction in real time from individual photos or video frames. Automated techniques to recognize these characteri...
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Adversarial examples, deliberately crafted using small perturbations to fool deep neural networks, were first studied in imageprocessing and more recently in NLP. While approaches to detecting adversarial examples in...
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ISBN:
(纸本)9798891760189
Adversarial examples, deliberately crafted using small perturbations to fool deep neural networks, were first studied in imageprocessing and more recently in NLP. While approaches to detecting adversarial examples in NLP have largely relied on search over input perturbations, imageprocessing has seen a range of techniques that aim to characterise adversarial subspaces over the learned representations. In this paper, we adapt two such approaches to NLP, one based on nearest neighbors and influence functions and one on Mahalanobis distances. The former in particular produces a state-of-the-art detector when compared against several strong baselines;moreover, the novel use of influence functions provides insight into how the nature of adversarial example subspaces in NLP relate to those in imageprocessing, and also how they differ depending on the kind of NLP task.
In the information age, imageprocessing technology has become prevalent across various domains. To enhance image correction, computer vision algorithms can be employed. Traditional methods for structural system ident...
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With the improvement of living environment and the improvement of people39;s quality of life, embroidery, as a traditional handicraft art, is gradually receiving more attention and love from people. Deep learning (D...
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Sign language has long been a fundamental mode of communication for deaf and mute individuals, serving as a crucial tool for inclusivity and interaction. Nonetheless, communication barriers persist as many individuals...
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The accuracy and real-time performance of existing image labeling algorithms are not high. This project intends to study the video sequence feature labeling algorithm for digital multimedia images. A digital multimedi...
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With the advancement of technology and due to the recent pandemic situation, the education sector has turned to the online teaching method. But the main problem here is the inconvenience and irregularities in the stud...
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This paper addresses the issue of segmentation errors in video extensometer caused by deformation, dispersion, and cracks in markers during the stretching process. A method combining frame-to-frame matching with deep ...
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Nowadays, with the growth of the increasing demand for computational capabilities, it is necessary to have workstations with extreme computational capacity, for which we find in the market many solutions, depending on...
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