A Survey of Post-Hoc XAI Methods From a Visualization Perspective: Challenges and Opportunities by Deepshikha Bhati, MD Amiruzzaman, Ye Zhao, Angela Guercio, Tram Le

“…In this paper, we survey a broad spectrum of post-hoc explanation methods and the visual analytics work based on them. …”
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Design of interactive systems: Information visualization methods of self-service technology in fast food restaurants by Yi-Shan Lee, Szu-Chi Chen, Yunqian Zhan, Meng-Cong Zheng

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Visualization analysis of academic software applied to traditional Chinese medicine research based on bibliometrics methods by Hongjin Wu, Shenguang Li, Weiwei Dai, Libo Wang, Jie Zhang, Chenglong Wang

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Smart decimation method applied to real-time monitoring by Rodrigo Castro, Jesús Vega

“…Real-time signal monitoring in high-data-rate environments, such as fusion energy experiments, requires efficient data reduction techniques to ensure timely and accurate visualization. Traditional decimation methods, like the widely used “1 of N,” select points uniformly without considering the signal’s intrinsic characteristics. …”
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CGLS Method for Efficient Equalization of OFDM Systems Under Doubly Dispersive Fading Channels with an Application into 6G Communications in Smart Overcrowded by Issa Haitham M. Ata

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Research on Fine-Grained Visual Classification Method Based on Dual-Attention Feature Complementation by Min Huang, Ke Li, Xiaoyan Yu, Chen Yang

“…To tackle these problems, we propose a fine-grained visual classification model based on dual attention feature supplementation. …”
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Research on visual positioning method of roadheader based on infrared LED line-type target by Jicheng WAN, Xuhui ZHANG, Wenjuan YANG, Chao ZHANG, Mengyu LEI, Yuyang DU, Zheng DONG, Junhao YANG

“…Underground dust and water mist, long and narrow confined space and unstructured complex environment have great influence on the accuracy and reliability of the posture measurement method of roadheader fuselage. In order to improve the accuracy and robustness of posture measurement of roadheader fuselage, a visual posture measurement method of roadheader based on infrared LED linear target is proposed. …”
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An automatic method for estimating insect defoliation with visual highlights of consumed leaf tissue regions by Gabriel S. Vieira, Afonso U. Fonseca, Naiane Maria de Sousa, Julio C. Ferreira, Juliana Paula Felix, Christian Dias Cabacinha, Fabrizzio Soares

“…As a novelty, we present a method with well-defined processing steps suitable for numerical analysis and visual inspection of defoliation severity. …”
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Virtual Reconstruction Method of Regional 3D Image Based on Visual Transmission Effect by Jing Yin, Jong Hoon Yang

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Computer-Visualized Sound Parameter Analysis Method and Its Application in Vocal Music Teaching by Zhenming Yu

“…In order to improve the quality of vocal music teaching, this paper applies the computer visualization sound parameter analysis method to vocal music teaching and discusses the scheme of parametric coding. …”
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METHOD OF CONTENT-DEPENDENT WATERMARKING IMAGES BASED ON SECURITY VISUAL SECRET SHARING SCHEME by A. A. Boriskevich

“…A method of content-dependent watermarking images without embedding digital watermark based on visual secret sharing scheme, which allows to encrypt the digital watermark as a noise like secret and public shadow images using binary content-dependent wavelet-pattern with visually significance features and code table and to reconstruct the digital watermark by means of performing a logical operation (AND, OR or XOR) on a secret and a public shadow images. …”
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Robust image hashing method from global perception features of human visual cortex by SUN Rui1, YAN Xiao-xing2, GAO Jun1

“…Firstly,the image was filtered low-passly and re-scaled to fixed size.Then the image was divided into key-dependent overlapping blocks.According to the hierarchical structure of HVS primary visual cortex,directional contour responses were extracted through layer-by-layer processing of visual pathway,and global perception features could be obtained by associating with the surface color of each blocks.These features included image direction and color information.The relation of adjacent entries was invariant to ordinary image processing.It could be used to quantize and permute these feature to get the binary image hash.Test results indicate that the proposed method is robust against con-tent-preserving modifications such as JPEG compression and filtering,at the same time,is capable of localizing image malicious tampering.Hashes of different images have very low collision probability.…”
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Multiple model visual feature embedding and selection method for an efficient ocular disease classification by Isha Kansal, Vikas Khullar, Preeti Sharma, Supreet Singh, Junainah Abd Hamid, A. Johnson Santhosh

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Method of support posture perception in mining face based on visual-inertial information fusion by XING Keke, CHENG Jingyi, XU Zhongxin, WAN Zhijun, XUE Minti, YAN Wanzi, BAO Kuo, YI Junjie

“…To address the issues of large drift errors and low calculation accuracy in inertial navigation methods, as well as significant posture recognition errors in visual methods due to camera interference from dust and equipment obstructions, a method of support posture perception in mining face based on visual-inertial information fusion was proposed. …”
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A New Method of Image Denoising for Underground Coal Mine Based on the Visual Characteristics by Gang Hua, Daihong Jiang

“…Aimed at the image characteristics of low image illumination and large amount of noise and based on the characteristics of color detail blindness and simultaneous contrast of human visual perception, this paper proposes a new method for image denoising based on visual characteristics. …”
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A weakly supervised method for surgical scene components detection with visual foundation model. by Xiaoyan Zhang, Jingyi Feng, Qian Zhang, Liming Wu, Yichen Zhu, Ziyu Zhou, Jiquan Liu, Huilong Duan

“…<h4>Conclusion</h4>This study introduced a novel weakly supervised method for detecting surgical components by integrating the surgical triplet recognition model with visual foundation model.…”
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Proposal of a non-lethal visual census method to estimate freshwater stingray abundance by Mónica Andrea Morales-Betancourt, Carlos Andrés Lasso-Alcalá

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A Garbage Detection and Classification Method Based on Visual Scene Understanding in the Home Environment by Yuezhong Wu, Xuehao Shen, Qiang Liu, Falong Xiao, Changyun Li

“…Aiming at the problems of complex systems with data source and cloud service center data transmission delay and untimely response, at the same time, in order to realize the perception, storage, and analysis of massive multisource heterogeneous data, a garbage detection and classification method based on visual scene understanding is proposed. …”
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Lightweight Human Behavior Recognition Method for Visual Communication AGV Based on CNN-LSTM by Shuhua Zhao, Jianxin Zhu, Jiang Lu, Zhibo Ju, Dong Wu

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Image Quality Enhancing by Efficient Histogram Equalization by Ismail Sh. Baqer

“…In the first level, Dualistic Sub-Image Histogram Equalization DSIHE method decomposes the original image into two sub-images based on median of original images. …”
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