InterDuPa-UAV: A UAV-based dataset for the classification of intercropped durian and papaya treesZenodo by Quang Hieu Ngo, Trong Hieu Luu, Phuc Vinh Nguyen, Ilias El Makrini, Bram Vanderborght, Hoang-Long Cao

“…The growing use of Unmanned Aerial Vehicles (UAVs) in agriculture has made data collection more efficient and cost-effective, enabling the development of advanced solutions to enhance agricultural productivity. …”
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ECHO: enhanced communication for hearing impaired in online video podcasts by Gouthami Godhala, Vijayasree Asam, Samriddha Sanyal

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fruit-SALAD: A Style Aligned Artwork Dataset to reveal similarity perception in image embeddings by Tillmann Ohm, Andres Karjus, Mikhail V. Tamm, Maximilian Schich

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MUSeg: A multimodal semantic segmentation dataset for complex underground mine scenes by Shiyan Li, Qingqun Kong, Xuan Gao, Fangzhen Shi, Lianghui Li, Qi Zhang, Penghao Wang, Kehu Yang

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Simultaneous EEG and fNIRS recordings for semantic decoding of imagined animals and tools by Milan Rybář, Riccardo Poli, Ian Daly

“…We investigated the feasibility of semantic neural decoding to develop a new type of brain-computer interface (BCI) that allows direct communication of semantic concepts, bypassing the character-by-character spelling used in current BCI systems. We provide data from our study to differentiate between two semantic categories of animals and tools during a silent naming task and three intuitive sensory-based imagery tasks using visual, auditory, and tactile perception. …”
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A Video Dataset for Classroom Group Engagement Recognition by Weigang Lu, Yang Yang, Runfei Song, Ying Chen, Tao Wang, Cunling Bian

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Unsupervised clustering based coronary artery segmentation by Belén Serrano-Antón, Manuel Insúa Villa, Santiago Pendón-Minguillón, Santiago Paramés-Estévez, Alberto Otero-Cacho, Diego López-Otero, Brais Díaz-Fernández, María Bastos-Fernández, José R. González-Juanatey, Alberto P. Muñuzuri

“…Abstract Background The acquisition of 3D geometries of coronary arteries from computed tomography coronary angiography (CTCA) is crucial for clinicians, enabling visualization of lesions and supporting decision-making processes. …”
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An fMRI Dataset on Occluded Image Interpretation for Human Amodal Completion Research by Bao Li, Li Tong, Chi Zhang, Panpan Chen, Long Cao, Hui Gao, ZiYa Yu, LinYuan Wang, Bin Yan

“…Abstract In everyday environments, partially occluded objects are more common than fully visible ones. Despite their visual incompleteness, the human brain can reconstruct these objects to form coherent perceptual representations, a phenomenon referred to as amodal completion. …”
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An fNIRS dataset for Multimodal Speech Comprehension in Normal Hearing Individuals and Cochlear Implant Users by András Bálint, Wilhelm Wimmer, Christian Rummel, Marco Caversaccio, Stefan Weder

“…Participants completed a clinically relevant speech comprehension task using the German Matrix Sentence Test (OLSA) under speech-in-quiet, speech-in-noise, audiovisual and visual speech (i.e., lipreading) conditions. fNIRS recordings covered key cortical regions involved in speech processing, including the prefrontal, temporal, and visual cortices. …”
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Examining the role of semiotics in social media-driven information campaigns by Mayor Inna Gurung, Nitin Agarwal

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A multimodal experimental dataset on agile software development team interactions by Diego Miranda, Carlos Escobedo, Dayana Palma, Rene Noel, Adrián Fernández, Cristian Cechinel, Jaime Godoy, Roberto Munoz

“…The resulting dataset includes audio recordings of verbal interactions and non- verbal behaviour data, such as body posture, facial expressions, visual attention, and gestures, captured using MediaPipe, YOLOv8, and DeepSort. …”
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A portable retina fundus photos dataset for clinical, demographic, and diabetic retinopathy prediction by Chenwei Wu, David Restrepo, Luis Filipe Nakayama, Lucas Zago Ribeiro, Zitao Shuai, Nathan Santos Barboza, Maria Luiza Vieira Sousa, Raul Dias Fitterman, Alexandre Durao Alves Pereira, Caio Vinicius Saito Regatieri, Jose Augusto Stuchi, Fernando Korn Malerbi, Rafael E. Andrade

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COph100: A comprehensive fundus image registration dataset from infants constituting the “RIDIRP” database by Yan Hu, Mingdao Gong, Zhongxi Qiu, Jiabao Liu, Hongli Shen, Mingzhen Yuan, Xiaoqing Zhang, Heng Li, Hai Lu, Jiang Liu

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A multiple session dataset of NIRS recordings from stroke patients controlling brain–computer interface by Mikhail R. Isaev, Olesya A. Mokienko, Roman Kh. Lyukmanov, Ekaterina S. Ikonnikova, Anastasiia N. Cherkasova, Natalia A. Suponeva, Michael A. Piradov, Pavel D. Bobrov

“…The BCI was controlled by imagined hand movements; visual feedback was presented based on the real–time data classification results. …”
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A Topsoil Salinity Observatory for Arable Lands in Coastal Southwest Bangladesh by Showmitra Kumar Sarkar, Mafrid Haydar, Rhyme Rubayet Rudra, Tanmoy Mazumder, Md. Sadmin Nur, Md. Shahriar Islam, Shakib Mohammad Sany, Tanzim Al Noor, Shakil Ahmed, Myisha Ahmad, Annajmus Sakib, Sai Ravela

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The Eye Movement Database of Passage Reading in Vertically Written Traditional Mongolian by Yaqian Borogjoon Bao, Xingshan Li, Victor Kuperman

“…As one of the very few actively used vertical writing systems, these data offer unique insights into the cognitive and visual processing demands of vertical reading. …”
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A Database of Underwater Radiated Noise from Small Vessels in the Coastal Area by Mark Shipton, Juraj Obradović, Fausto Ferreira, Nikola Mišković, Tomislav Bulat, Neven Cukrov, Roee Diamant

“…As such, not a lot of data is available for the URN of unidentified vessels of opportunity (VOO), especially for small vessels that do not carry an automatic identification systems (AIS). …”
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A longitudinal EEG dataset of event-related potential by Yufeng Zhang, Hongxin Zhang, Yixuan Li, Yijun Wang, Xiaorong Gao, Chen Yang

“…This dataset provides comprehensive and high-quality data for the development of EEG-based identity authentication systems. …”
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Dataset for Evaluating the Production of Phonotactically Legal and Illegal Pseudowords by Valérie Chanoine, Snežana Todorović, Bruno Nazarian, Jean-Michel Badier, Khoubeib Kanzari, Andrea Brovelli, Sonja A. Kotz, Elin Runnqvist

“…We organized the dataset according to the Brain Imaging Data Structure (BIDS), pre-processed the data and performed a minimal analysis of Event-Related Fields (ERFs), to ensure data quality and integrity of the dataset. …”
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A Dataset on Takeover during Distracted L2 Automated Driving by Jiwoo Hwang, Woohyeok Choi, Jungmin Lee, Woojoo Kim, Jungwook Rhim, Auk Kim

“…The dataset comprises 500 cases including takeover performance, workload, physiological, and ocular data collected across 10 secondary task conditions: (1) no secondary tasks, (2) three visual tasks, and (3) six auditory tasks. …”
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