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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Gait Recognition via Enhanced Visual–Audio Ensemble Learning with Decision Support Methods by Ruixiang Kan, Mei Wang, Tian Luo, Hongbing Qiu

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Research Progress Analysis Regarding Rainfall-Runoff Relationships Based on Bibliometrics and Visual Methods by Yi Qi, Wang Ruifang, Dou Xiaodong, Gao Yuting, Wang Changhao, Yang Lu

“…[Methods] Based on 828 core journal papers regarding rainfall and runoff in China and abroad during the past 50 years, the CiteSpace visualization software was used for sorting and analyzing the knowledge domain map structure of rainfall-runoff research studies. …”
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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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Towards Automated Chicken Monitoring: Dataset and Machine Learning Methods for Visual, Noninvasive Reidentification by Daria Kern, Tobias Schiele, Ulrich Klauck, Winfred Ingabire

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Survey of neurocognitive disorder detection methods based on speech, visual, and virtual reality technologies by Tian ZHENG, Xinheng WANG, Xiaolan PENG, Ning SU, Tianyi XU, Xurong XIE, Jin HUANG, Lun XIE, Feng TIAN

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Editorial: Visualizing plant-microbe dynamics: cutting-edge imaging methods in plant research by Ankush Prasad, Claudio Rossi, Pavel Pospíšil

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Exploring dynamical features like bifurcation assessment, sensitivity visualization, and solitary wave solutions of the integrable Akbota equation by Chou Dean, Sagher Azad Ali, Asjad Muhammad Imran, Hamed Yasser Salah

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Less complicated adaptive equalization for UWB channels by WANG Yi-ming1, 2 ZHU Hong-bo1

“…A new adaptive equalization technology aiming at the intersymbol and interuser interferences in the multiuser UWB channels was presented specially for DS-UWB/TH-UWB receivers.Its computational complexity and convergence rate were compared with the traditional algorithms.The research results show that the computational complexity of this technology is less than employing RLS method solely and the convergence rate of this technology is farther off employing LMS method solely.…”
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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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Vowel recognition based on acoustic and visual features by P. DALKA, B. KOSTEK, A. CZYŻEWSKI

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Profile gear grinding temperature reduction and equalization by Lishchenko N. V., Larshin V. P.

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An Efficient Interpretable Visualization Method of Multidimensional Structural Data Matching Based on Job Seekers and Positions by Guoliang Si, Hengyi Lv, Hangfei Yuan, Dan Xie, Ce Peng

“…Existing Internet recruitment platforms do not provide a detailed analysis of positions and visual methods for multidimensional matching of positions and job applicants. …”
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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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