Towards enhancing field‐based vegetation monitoring: A deep learning approach for species coverage estimation from ground‐level imagery by Pauline Müller, Stefano Puliti, Johannes Breidenbach

“…Often, the area covered by a species is estimated visually within a reference frame. However, such assessments are prone to observer bias and a large variability. …”
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Graphical representation of landscape heterogeneity identification through unsupervised acoustic analysis by Maria J. Guerrero, Camilo Sánchez‐Giraldo, César A. Uribe, Víctor M. Martínez‐Arias, Claudia Isaza

“…We implemented the proposed method across 17 sites within an oil palm plantation in Santander, Colombia. …”
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Using deep convolutional neural networks to forecast spatial patterns of Amazonian deforestation by James G. C. Ball, Katerina Petrova, David A. Coomes, Seth Flaxman

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VANTAGE: An open‐source application for visualisation, navigation and analysis of video and ancillary time‐series data in bio‐logging studies by Stefan Schoombie, Tagen deWet, Stefan Britz, Andrew D. Lowther, W. Chris Oosthuizen

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Quantifying degradation in animal acoustic signals with the R package baRulho by Marcelo Araya‐Salas, Erin E. Grabarczyk, Marcos Quiroz‐Oliva, Adrián García‐Rodríguez, Alejandro Rico‐Guevara

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Sensing of Vascular Permeability in Inflamed Vessel of Live Animal by Sang A Park, Soi Jeong, Young Ho Choe, Young-Min Hyun

“…Therefore, compared to other methods, two-photon intravital microscopy more accurately visualizes and quantifies vascular permeability even in a small part of blood vessels in live animals in real time.…”
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Enriching Qualitative Inquiry: Exploring Immersive Technologies in Place-Based Research by Matteo Baraldo, Francesca Dolcetti, Paola Di Giuseppantonio Di Franco

“…This study contributes to the growing body of literature on immersive methodologies in qualitative research, highlighting the potential of immersive video methods for evidence-based research.…”
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Uncertainty-aware coarse-to-fine alignment for text-image person retrieval by Yifei Deng, Zhengyu Chen, Chenglong Li, Jin Tang

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DehazeMamba: large multi-modal model guided single image dehazing via mamba by Ruikun Zhang, Zhiyuan Yang, Liyuan Pan

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Patch is enough: naturalistic adversarial patch against vision-language pre-training models by Dehong Kong, Siyuan Liang, Xiaopeng Zhu, Yuansheng Zhong, Wenqi Ren

“…Traditionally, adversarial methods that target VLP models involve simultaneous perturbation of images and text. …”
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AvatarWild: Fully controllable head avatars in the wild by Shaoxu Meng, Tong Wu, Fang-Lue Zhang, Shu-Yu Chen, Yuewen Ma, Wenbo Hu, Lin Gao

“…Moreover, casually captured input, involving both head poses and camera movements, introduces additional difficulties to existing methods of head avatar reconstruction. To address the challenge posed by video data captured with camera motion, we propose a novel method, AvatarWild, for reconstructing head avatars from monocular videos taken by consumer devices. …”
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The Face as Image: Witnessing, Minimizing Harm and Testimony by Kerstin Roger, Andrew Hatala

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Colorimetric Detection of Class A Soybean Saponins by G-Quadruplex-Based Hybridization Chain Reaction by Congcong Yin, Qiaoling Zhao, Aiqin Yue, Weijun Du, Dingbin Liu, Jinzhong Zhao, Yongpo Zhang, Min Wang

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Narrative Sandplay Interviews: Methodology, Implications and Lessons Learned From a COVID-19 Border Study by Tarryn Phillips, Poh Lin Lee, Catherine Trundle

“…Sandplay is often used in therapy to enable sensitive conversations and visually represent personal experiences. The method involves providing interlocutors with a large tray of sand and displaying a choice of miniature figurines to incorporate into their stories about their past, present, or imagined futures. …”
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Blending Western and Australian Aboriginal Approaches: A Study Protocol for Codesign of Bicultural Teleoncology Models of Care in Remote Australian Communities by Emma Webster, Gemma Purcell-Khodr, Billie Townsend, Allan Hall, Yvonne Hill, Cecil See, Katrina Ward, Florian Honeyball

“…Aboriginal philosophy and pedagogy will be used with Community-Led participatory research methods. Maximum variation and snowball sampling will ensure diversity of participants in the codesign. …”
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Transformative Learning: Narrative Analysis or Analysis of Narratives? by Jane Robertson, James Lappeman

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Photographs, Emotions and Protest at a Colonial Memorial in Brazzaville (Congo) by Moudwe Daga, Issa Djimet

“…We argue that the interaction with photographs made the research participants feel more comfortable and at ease sharing their perspectives on the Savorgnan de Brazza Memorial, and the most salient benefit of the method derived from how people express their feelings and emotions. …”
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A Framework for Qualitative Analysis of Non-fiction Virtual Reality Storyworlds by Rūta Kazlauskaitė

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The Artistic Conversation: An ABR Multimodal Qualitative Innovation by Dina Fried

“…Conducted over five iterative sessions with four participants, this pilot study advances qualitative inquiry by demonstrating how multimodal dialogue—where researchers co-create art with participants—elicits sensory-rich insights beyond traditional methods. Effectiveness was evaluated through participant reflections, artistic evolution across sessions, and comparisons with verbal methods, revealing deeper sensory and relational understanding. …”
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AI-Image Generation in Research Interviews: Opportunities and Challenges by Luciara Nardon, Camila Brüning, Sasha Valgardsson, Manuela Busato

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