UAV Collision Avoidance in Unknown Scenarios with Causal Representation Disentanglement by Zhun Fan, Zihao Xia, Che Lin, Gaofei Han, Wenji Li, Dongliang Wang, Yindong Chen, Zhifeng Hao, Ruichu Cai, Jiafan Zhuang

“…The approach successfully distinguishes between causal and non-causal elements in visual data. By concentrating on causal aspects during the policy learning phase, the impact of non-causal factors is minimized, thereby improving the generalizability of DRL models. …”
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Meaningful Multimodal Emotion Recognition Based on Capsule Graph Transformer Architecture by Hajar Filali, Chafik Boulealam, Khalid El Fazazy, Adnane Mohamed Mahraz, Hamid Tairi, Jamal Riffi

“…In this paper, a unique deep multimodal emotion model is proposed, which uses the meaningful neural network to learn meaningful multimodal representations while classifying data. Specifically, the proposed model concatenates multimodality inputs using a graph convolutional network to extract acoustic modality, a capsule network to generate the textual modality, and vision transformer to acquire the visual modality. …”
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Application of a dynamo-based intelligent drawing review program in the general code for building fire protection - Case study of subsection 7.4.7 by Yong Xu, Min Liu, Taiyang Zhang, Hongyuan Tang, Yingda Zhang

“…By inputting design prerequisites, the tool extracts BIM model data, performs compliance judgments, and outputs results in real-time. …”
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Universal Metrics to Characterize the Performance of Imaging 3-D Measurement Systems With a Focus on Static Indoor Scenes by Bastian Stahl, Alexandra Mielke, Robert Lange

“…Beyond trueness, accuracy, and precision, we propose additional metrics to evaluate surface texture quality, addressing visually disruptive systematic measurement errors. …”
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Designing a Tactile Document UI for 2D Refreshable Tactile Displays: Towards Accessible Document Layouts for Blind People by Sara Alzalabny, Omar Moured, Karin Müller, Thorsten Schwarz, Bastian Rapp, Rainer Stiefelhagen

“…These displays enable the tactile perception of 2D data, offering the advantage of dynamic and interactive functionality. …”
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Bio-Inspired Structure Representation Based Cross-View Discriminative Subspace Learning via Simultaneous Local and Global Alignment by Ao Li, Yu Ding, Xunjiang Zheng, Deyun Chen, Guanglu Sun, Kezheng Lin

“…Recently, cross-view feature learning has been a hot topic in machine learning due to the wide applications of multiview data. Nevertheless, the distribution discrepancy between cross-views leads to the fact that instances of the different views from same class are farther than those within the same view but from different classes. …”
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Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing by Huthaifa I. Ashqar, Ahmed Jaber, Taqwa I. Alhadidi, Mohammed Elhenawy

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The effects of image resolution and exposure duration on facial beauty and ugliness evaluationsOSF by Takanori Sano, Mika Gondo, Yuna Osaka, Hideaki Kawabata

“…This highlights the importance of both exposure duration and visual clarity in shaping evaluations of facial beauty and ugliness.…”
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Beat by Beat: Designing a Rhythm Game for Screening Dyslexia by Katya Alvarez-Molina, Juan Martínez-Miranda, Ana I. Martínez-García, Karina Caro

“…Existing rhythm games fail to accurately address dyslexia-related difficulties, lacking relevant performance data and user-centred design. Our research aims to design a 2D sidescrolling platformer game, integrating established rhythmic activities to identify children at risk for dyslexia and engage them in gameplay. …”
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Dynamic mechanisms and spatial spillover effects of cultural tourism development in the China–Pakistan Economic Corridor by Zuhaib, Gang Liu, Jingyao Chen, Shuaib Ali, Zhang Rui, Dawood, Huan Chen

“…This study examines how infrastructure development, cultural integration, and spatial connectivity affect cultural tourism in Pakistan’s CPEC and non-CPEC regions using spatial spillover and Hofstede’s cultural dimensions theory.MethodsData were collected from 1,387 respondents in both regions, analyzed using the spatial Durbin model and structural equation modeling, and visualized using ArcMap and Geoda.ResultsThe results indicate that the growth of cultural tourism is strongly influenced by dynamic processes, including better infrastructure, more cultural interchange, and easier accessibility, particularly in CPEC regions. …”
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The Geogenomic Mutational Atlas of Pathogens (GoMAP) web system. by David P Sargeant, Michael W Hedden, Sandeep Deverasetty, Christy L Strong, Izua J Alaniz, Alexandria N Bartlett, Nicholas R Brandon, Steven B Brooks, Frederick A Brown, Flaviona Bufi, Monika Chakarova, Roxanne P David, Karlyn M Dobritch, Horacio P Guerra, Kelvy S Levit, Kiran R Mathew, Ray Matti, Dorothea Q Maza, Sabyasachy Mistry, Nemanja Novakovic, Austin Pomerantz, Timothy F Rafalski, Viraj Rathnayake, Noura Rezapour, Christian A Ross, Steve G Schooler, Sarah Songao, Sean L Tuggle, Helen J Wing, Sandy Yousif, Martin R Schiller

“…GoMAP-HIV makes use of existing public drug resistance and HIV protein sequence data to examine the distribution of 872 drug resistance mutations in ∼ 502,000 sequences for many countries in the world. …”
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Diagnostic markers of severe diabetic macular edema in patients with type 2 diabetes by S.A. Suk, S.Yu. Mogilevskyy

“…The average uncorrected visual acuity (UCVA) was 0.15 ± 0.01. Maximum corrected visual acuity (MCVA) averaged 0.32 ± 0.01. …”
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Analisis Perubahan Penggunaan Lahan dan Cadangan Karbon sebagai Indikator Degradasi Lingkungan di Kecamatan Sandai Kabupaten Ketapang by Debi Sumarlin, Evi Gusmayanti, Gusti Zakaria Anshari

“…Selanjutnya hasil analisis digunakan untuk mengestimasi cadangan karbon. Data perubahan penggunaan lahan diperoleh dari analisis visual citra landsat, sedangkan cadangan karbon dihitung berdasarkan total luas penggunaaan lahan dengan standar cadangan karbon di setiap penggunaan lahan. …”
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KONSEP PERANCANGAN TAMAN RAMAH DIFABEL PADA TEPIAN SUNGAI MAHAKAM SAMARINDA KALIMANTAN TIMUR by Nur Husniah Thamrin, Hatta Musthafa AP

“…Edukasi akan disampaikan secara visual melalui bentukan-bentukan bangunan pada taman berupa bangunan dengan konsep Neo Vernakular khas Kalimantan Timur, ragam ornamen yang didesain pada pola lantai, ramp, dan bentuk taman labirin. …”
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Clinical and cost-effectiveness of paramedics working in general practice: a mixed-methods realist evaluation by Matthew Booker, Sarah Voss, Nicky Harris, William Hollingworth, Nouf Jeynes, Hazel Taylor, Kirsty Garfield, Helen Baxter, Jonathan Benger, Andy Gibson, Trudy Goodenough, Justin Jagosh, Kim Kirby, Cathy Liddiard, Alyesha Proctor, Sarah Purdy, Behnaz Schofield, Hannah Stott, Grace Scrimgeour, Nicola Walsh

“…This analysis looked at coded data arising from 22,509 index consultations. Data analysis involved coding and thematic analysis of qualitative interviews, while quantitative data were analysed using the relevant statistical methods. …”
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Tilt, Decentration, and Internal Higher-Order Aberrations of Sutured Posterior-Chamber Intraocular Lenses in Patients with Open Globe Injuries by Xiangjia Zhu, Yinglei Zhang, Wenwen He, Hongfei Ye, Chunhui Jiang, Yi Lu

“…The tilt and decentration of the IOLs and the visual quality were measured 1 month after surgery. …”
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Cell-type specific repertoire of responses to natural scenes in primate retinal ganglion cells by Alexandra Kling, Nora Brackbill, Colleen Rhoades, Alex Gogliettino, Alexander Sher, Alan Litke, E. J. Chichilnisky

“…Responses to white noise visual stimulation were used to functionally identify 936 RGCs of 12 types in three recordings. …”
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From image to insight: leveraging imaging to empower patients with inflammatory arthropathies by Chiara Conte, Chiara Conte, Anna Menegolo, Anna Menegolo, Ludovico De Stefano, Ludovico De Stefano, Serena Bugatti, Serena Bugatti, Garifallia Sakellariou, Garifallia Sakellariou

“…This review examines current evidence on how visual tools and imaging modalities can improve patient understanding, foster engagement, and strengthen adherence in inflammatory arthritis. …”
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Environmental performances evaluation through building information models by Ambra Barbini, Giada Malacarne, Giovanna A. Massari, Carmen Marcher, Dominik T. Matt

“…Understanding environmental performances data is thus more accessible to non-expert users. …”
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SymSwin: Multi-Scale-Aware Super-Resolution of Remote Sensing Images Based on Swin Transformers by Dian Jiao, Nan Su, Yiming Yan, Ying Liang, Shou Feng, Chunhui Zhao, Guangjun He

“…Subsequently, a cross-receptive field-adaptive attention (CRAA) module is introduced to model the relations among multi-scale contexts and to realize adaptive fusion. Furthermore, RS data exhibit poor spatial resolution, leading to insufficient visual information when merely spatial supervision is applied. …”
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