Výsledky vyhľadávania - image coding for image recognition

Image Coding for Object Recognition Tasks Based on Contour Feature Learning With Flexible Object Selection Autor Shindo, Takahiro, Watanabe, Taiju, Tatsumi, Yui, Watanabe, Hiroshi

“…The consumption of image data by machines is rapidly increasing due to the growing adoption of image recognition technologies…”
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When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition With Limited Data Autor Tang, Hao, Liu, Hong, Xiao, Wei, Sebe, Nicu

“…We present a new deep dictionary learning and coding network (DDLCN) for image-recognition tasks with limited data…”
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Student’s t-uniform mixture-based robust sparse coding model for sign language recognition from thermal images Autor Ghosh, Saibal, Mondal, Aninda Sundar, Chatterjee, Amitava

“… We have considered the American manual alphabet (AMA) library-based SL images here. For modeling the distribution of coding error residuals effectively, we propose a novel…”
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A switchable multifunctional artificial neuron with rate coding and time‐to‐first‐spike coding for accurate image recognition Autor Liu, Weiqi, Xu, Chenhui, Xie, Weidong, Ye, Jiabin, Zhu, Zhiwei, Lin, Zhenyuan, Chen, Huipeng

“… However, existing artificial neurons primarily rely on a singular data coding scheme, which diminishes the capacity of artificial neurons as computational units within SNN…”
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A novel localized and second order feature coding network for image recognition Autor Chen, Boheng, Li, Jie, Wei, Gang, Ma, Biyun

“…•We propose an end-to-end model called localized and second-order VLAD Network (LSO-VLADNet) for image recognition…”
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An Effective Action Recognition Method Based on Image Coding and a Dual-Channel Fusion Network Autor Wang, Yukun, Zhu, Junlong

“… In this article, we propose an action recognition method based on image encoding and a dual-channel feature extraction network…”
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Adaptive locality-constrained regularized robust coding for image recognition Autor Du, Haishun, Ma, Luogang, Hu, Qingpu, Wang, Sheng, Zhang, Yanyu

“…We propose a novel adaptive locality-constrained regularized robust coding (ALRRC) for image recognition by considering both the effects of the test sample's…”
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Soft Compression for Lossless Image Coding Based on Shape Recognition Autor Xin, Gangtao, Fan, Pingyi

“…Soft compression is a lossless image compression method that is committed to eliminating coding redundancy and spatial redundancy simultaneously…”
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Enhancing Vibration Detection in ϕ-OTDR Through Image Coding and Deep Learning-Driven Feature Recognition Autor Hu, Sheng, Hu, Xinmin, Li, Jingqi, He, Yiting, Qin, Haixin, Li, Shasha, Liu, Min, Liu, Cong, Zhao, Can, Chen, Wei

“… This study introduces an innovative technique for recognizing vibration events based on 2-D image coding and a deep learning neural network (NAM-HorNet…”
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Permutation Coding Technique for Image Recognition Systems Autor Kussul, E.M., Baidyk, T.N., Wunsch, D.C., Makeyev, O., Martin, A.

“… and to make the recognition process invariant to small displacements. The combination of RLDs and permutation coding permits us to obtain a sufficiently general description of the image to be recognized…”
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Image Coding for Machines with Object Region Learning Autor Shindo, Takahiro, Watanabe, Taiju, Yamada, Kein, Watanabe, Hiroshi

“… For this reason, research has been conducted on image coding for image recognition, and this field is called Image Coding for Machines (ICM…”
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Machine-learning reprogrammable metasurface imager Autor Li, Lianlin, Ruan, Hengxin, Liu, Che, Li, Ying, Shuang, Ya, Alù, Andrea, Qiu, Cheng-Wei, Cui, Tie Jun

“… High-accuracy image coding and recognition are demonstrated in situ for various image sets, including hand-written digits and through-wall body gestures, using a single physical hardware imager…”
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On the role of feedback in image recognition under noise and adversarial attacks: A predictive coding perspective Autor Alamia, Andrea, Mozafari, Milad, Choksi, Bhavin, VanRullen, Rufin

“…; however, it remains unclear how and when these connections are functionally helpful. Here we address this question in the context of object recognition under noisy conditions…”
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Impact of Conventional and AI-based Image Coding on AI-based Face Recognition Performance Autor Bousnina, Naima, Ascenso, Joao, Correia, Paulo Lobato, Pereira, Fernando

“… At the same time, image coding is very commonly used and, thus, many applications perform face recognition with decoded images…”
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Image Set Based Face Recognition Using Self-Regularized Non-Negative Coding and Adaptive Distance Metric Learning Autor Mian, Ajmal, Yiqun Hu, Hartley, Richard, Owens, Robyn

“… We propose self-regularized nonnegative coding to define between set distance for robust face recognition…”
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Adversarial Level of Face Images Generated by Prompt-based Image Coding in Face Recognition System Autor Fujinami, Yurika, Watanabe, Hiroshi

“…In this study, we investigate the adversarial level of face images generated by a prompt-based image coding…”
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SAR image target recognition via Complementary Spatial Pyramid Coding Autor Wang, Shaona, Jiao, Licheng, Yang, Shuyuan, Liu, Hongying

“…Many works have been recently presented to extract efficient features for automatic target recognition of synthetic aperture radar (SAR) images…”
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Neuromorphic Image Coding/Decoding Based on Sampling Estimates of the Local Contrast Autor Antsiperov, V. E., Kershner, V. A.

“…Neuromorphic methods for processing relatively large volumes of streaming data using the example of an image encoding/restoration problem are discussed…”
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A heterogeneous 3D map-based place recognition solution using virtual LiDAR and a polar grid height coding image descriptor Autor Xu, Dong, Liu, Jingbin, Hyyppä, Juha, Liang, Yifan, Tao, Wuyong

“…) and polar grid height coding image (PGHCI) descriptors in the existing…”
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Retraction Note: Virtual reality of recognition technologies of the improved contour coding image based on level set and neural network models Autor Sun, Liang, Xing, Jian-chun, Wang, Zhen-yu, Zhang, Xun, Liu, Liang

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