Enhancing Visual Place Recognition With Hybrid Attention Mechanisms in MixVPR by Jun Hu, Jiwei Nie, Zuotao Ning, Chaolu Feng, Luyang Wang, Jingyao Li, Shuai Cheng

“…Visual Place Recognition (VPR) is a fundamental task in robotics and computer vision, where the ability to recognize locations from visual inputs is crucial for autonomous navigation systems. …”
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Explainable machine learning framework for cataracts recognition using visual features by Xiao Wu, Lingxi Hu, Zunjie Xiao, Xiaoqing Zhang, Risa Higashita, Jiang Liu

“…Finally, an ensemble multi-class ridge regression method is applied to recognize the cataracts severity levels based on the selected visual features. …”
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A Novel Adaptive Visual Analytics Framework for Multiship Encounter Identification by Rong Zhen, Ziqiang Shi

“…However, the parameters of ship encounter identification in the existing studies are fixed, and the methods are weak to give an automatic and visual performance in the multiship encounter identification. …”
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EVALUATION OF THE RELIABILITY AND CONCORDANCE OF VISUAL WEIGHT ASSESSMENT IN WATER BUFFALO FEMALES by Jesús Ignacio Vázquez-Bolaina, Rosario E. Salazar-Cuytun, Alvar Alonzo Cruz-Tamayo, Roberto C. Barrientos-Medina, José Carlos Escobar-España, Ricardo A. Garcia-Herrera, Alfonso Juventino Chay-Canul

“…Correlations between observed BW and mean predicted BW for visual methods showed a positive and significant relationship (P<0.001), with an r value of 0.95. …”
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Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion by Junkai Zhang, Bin Li, Shoujun Zhou

“…To address these issues, this study proposes a Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion (HiCA-VQA) method. …”
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CVCPSG: Discovering Composite Visual Clues for Panoptic Scene Graph Generation by Nanhao Liang, Xiaoyuan Yang, Yingwei Xia, Yong Liu

“…Despite the impressive achievements in PSG, current methods still struggle to capture fine-grained visual context, eschewing spatial and situational information in favor of visual features related to object identity. …”
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Integrating Visual Cryptography for Efficient and Secure Image Sharing on Social Networks by Lijing Ren, Denghui Zhang

“…Experimental results demonstrate that our method achieves a peak signal-to-noise ratio of up to 20.54 dB, and a structural similarity index of 0.72, outperforming existing methods such as random-grid. …”
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Creating Non-Visual Non-Verbal Social Interactions in Virtual Reality by Brandon Biggs, Steve Murgaski, Peter Coppin, Bruce N. Walker

“…This paper presents non-visual design patterns created by five of the top English-speaking audio game developers through a three round Delphi method, encompassing 29 non-verbal social interactions grouped into 12 categories in VR, including movement, emotes, and self-expression. …”
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Pose Estimation of a Noncooperative Target Based on Monocular Visual SLAM by Ting Lei, Xiao-Feng Liu, Guo-Ping Cai, Yun-Meng Liu, Pan Liu

“…This paper estimates the pose of a noncooperative space target utilizing a direct method of monocular visual simultaneous location and mapping (SLAM). …”
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Base Detection Research of Drilling Robot System by Using Visual Inspection by Zhanxi Wang, Jing Bai, Xiaoyu Zhang, Xiansheng Qin, Xiaoqun Tan, Yali Zhao

“…This paper expounds the principle and method of calibration and base detection by using the visual measurement system for detection and correction of installation error between workpiece and the robot drilling system. …”
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Images Inpainting Quality Evaluation Using Structural Features and Visual Saliency by Shuang Ma, Jinhe Liu

“…First, the quality issues associated with image inpainting are categorized into three aspects: incoherent structure, unreasonable texture, and other results that are inconsistent with human visual perception. These quality problems are further expressed as “regions of interest” and extracted by the visual saliency method using the natural statistics model. …”
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Improvement strategies of athlete’s concentration level based on visual attention model by Jiabao Cui, Haiyang Zhou, Rongyang Chen, Danping Li, Weishan Mai, Weikun Peng, Qiusheng Long

“…Abstract Different athletes have different requirements and coping methods for concentration. Research based on visual attention models can help identify individual differences and propose targeted improvement strategies to improve the concentration level of each athlete, thereby enhancing their performance in competition. …”
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Adversarial Contrastive Autoencoder With Shared Attention for Audio-Visual Correlation Learning by Jiwei Zhang, Yi Yu, Suhua Tang, Wei Li

“…Most existing methods only take the first aspect into account, therefore facing the difficulty in distinguishing matched and mismatched semantic correlations between audio and visual sequences. …”
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Performance Test of Visual Vehicle USB Device Based on Script Programming by WU Weizhen, ZHOU Zhifei, YANG Ying, XIA Yinbo, LI Wenbo

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Research on the principles of spectral-spatial analysis and estimation of signal spectrum width by V.G. Tsyporenko, V.V. Tsyporenko, V.V. Chukhov, O.V. Andreiev

“…Outside the emission frequency band, the modules of the spectral components will be added out of phase and their average value as a result will be equal to zero, since the noise bearing is distributed with equal probability from –180º to +180º.…”
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IVU-AutoNav: Integrated Visual and UWB Framework for Autonomous Navigation by Shuhui Bu, Jie Zhang, Xiaohan Li, Kun Li, Boni Hu

“…To address the inherent scale ambiguity and positioning drift in monocular visual Simultaneous Localization and Mapping (SLAM), this paper proposes a novel localization method that integrates monocular visual SLAM with Ultra-Wideband (UWB) ranging information. …”
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Stress Analysis of the Circular Arc Flexure Hinge by Duan Yanlu, Ou Kailiang, Sun Yinsheng, Tian Ye

“…The stress of a typical hinge is analyzed and the method which the circular arc flexure hinge is equal to straight round flexure hinge is presented. …”
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Atmospheric Scattering Model and Non-Uniform Illumination Compensation for Low-Light Remote Sensing Image Enhancement by Xiaohang Zhao, Liang Huang, Mingxuan Li, Chengshan Han, Ting Nie

“…Extensive experiments on multiple benchmark remote sensing datasets demonstrate that our approach outperforms state-of-the-art methods, delivering superior enhancement performance and visual quality, even under complex non-uniform low-light conditions.…”
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Flowtigs: Safety in flow decompositions for assembly graphs by Francisco Sena, Eliel Ingervo, Shahbaz Khan, Andrey Prjibelski, Sebastian Schmidt, Alexandru Tomescu

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Modelling Annual Southern Appalachian Acorn Production Using Visual Surveys by Cathryn H. Greenberg

“…ABSTRACT Acorn production varies considerably among species, locations, and years with potential effects on populations of acorn‐consuming wildlife, oak (Quercus spp.) regeneration, and forest ecology. Methods to estimate annual acorn crop size include acorn‐trapping (quantitative) or visual surveys (indices or ranks). …”
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