An Investigation of the Domain Gap in CLIP-Based Person Re-Identification by Andrea Asperti, Leonardo Naldi, Salvatore Fiorilla

“…Person re-identification (re-id) is a critical computer vision task aimed at identifying individuals across multiple non-overlapping cameras, with wide-ranging applications in intelligent surveillance systems. …”
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Digital technologies for water use and management in agriculture: Recent applications and future outlook by Carlos Parra-López, Saker Ben Abdallah, Guillermo Garcia-Garcia, Abdo Hassoun, Hana Trollman, Sandeep Jagtap, Sumit Gupta, Abderrahmane Aït-Kaddour, Sureerat Makmuang, Carmen Carmona-Torres

“…UAV-mounted multispectral cameras) can accurately monitor soil moisture to optimise irrigation scheduling, while AI-driven models (e.g. random forest or neural networks) can predict groundwater recharge or forecast rainfall events. …”
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Carnívoros en el sudoeste de la provincia de Buenos Aires: ecología y conflictos con los ganaderos by N. CARUSO, E.M. LUENGOS VIDAL, M. LUCHERINI, M. GUERISOLI, S. MARTINEZ, E.B. CASANAVE

“…En los partidos de Villarino y Patagones se colocaron cámaras trampas para estudiar los factores que afectan la distribución de las cuatro especies de carnívoros más comunes (puma, Puma concolor gato montés, Leopardus geoffroyi; zorro pampeano, Pseudalopex gymnocercus; zorrino, Conepatus chinga) y se realizaron entrevistas semiestructuradas y talleres participativos para analizar el conflicto humano-carnívoros. …”
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An illustrated key for identification of colour aberrations in alcids with a revision of nomenclature used by K. Cieślińska, P. Bodson, E. Gruber, K. Piening, M. Syposz, K. Wojczulanis-Jakubas, D. Jakubas

“…In recent years, due to the development of cameras and the ability to share observations via social media, reports on observations of aberrantly coloured birds have become more common even in groups of birds breeding in less accessible sites, such as seabirds. …”
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Recreational trail use alters mammal diel and space use during and after COVID-19 restrictions in a U.S. national park by Hailey M. Boone, Mark Romanski, Kenneth Kellner, Roland Kays, Lynette Potvin, Gary Roloff, Jerrold L. Belant

“…We used data from 156 cameras deployed on and off trails (within 50 m) in Isle Royale National Park (IRNP), Michigan, USA, during 2020–2021 to assess diel activity, temporal overlap, and space use of four wildlife species in response to human visitation and wolves. …”
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Analysis of algorithms for detecting traffic incidents on highways using stationary vehicle detectors by D. V. Navoi, D. V. Kapski, N. A. Filippova, I. N. Pugachev

“…Based on data acquisition methods, incident detection algorithms are divided into three groups: algorithms using data from stationary vehicle detectors (inductive loops, radars, video cameras, etc.); algorithms using mobile sensors (Bluetooth, wi-fi RFID, GPS, Glonass sensors, toll system transponders, etc.). algorithms that use information from drivers (GSM communications, navigation services, Internet applications, etc.). …”
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Personal Identification Using Embedded Raspberry Pi-Based Face Recognition Systems by Sebastian Pecolt, Andrzej Błażejewski, Tomasz Królikowski, Igor Maciejewski, Kacper Gierula, Sebastian Glowinski

“…It is shown that the system’s accuracy and scalability can be enhanced through testing with larger databases, hardware upgrades like higher-resolution cameras, and advanced deep learning algorithms to address challenges such as extreme facial angles. …”
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Vehicle Turn Pattern Counting and Short Term Forecasting Using Deep Learning for Urban Traffic Management System by Sundarakrishnan Narayanan, Sohan Varier, Tarun Bhupathi, Manaswini Simhadri Kavali, Mohana, P. Ramakanth Kumar, K. Sreelakshmi

“…Furthermore, the system is scalable to accommodate any number of cameras and is capable of forecasting traffic over extended time frames, allowing it to be applied to a variety of urban traffic monitoring scenarios. …”
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Face Recognition Method for Underground Engineering Based on Dual-Target Domain Adaptation and Discriminative Feature Learning by Yongqiang Yu, Cong Guo, Lidan Fan, Jiyun Zhang, Liwei Yu, Peitao Li

“…The poor lighting and dust in underground engineering environments often induce serious noise and motion blur to face recognition cameras, decreasing the recognition accuracy even under Near-InfraRed (NIR) mode. …”
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Comparison of Spatiotemporal Gait Variables Between Healthy Individuals and Patients with Heel Spur During Walking by Mohamad amin Shahbazi, Ali Jalalvand

“…Spatiotemporal gait parameters were recorded using Vicon high-speed cameras at a sampling frequency of 100 Hz during walking trials. …”
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Drivers’ Yielding Behavior in Different Pedestrian Crossing Configurations: A Field Survey by Francesco Bella, Chiara Ferrante

“…A set of synchronized cameras were used to record drivers’ behavior while approaching the pedestrian crossings. …”
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Biomechanical Characteristics on the Lower Extremity of Three Typical Yoga Manoeuvres by Elizabeth Whissell, Lin Wang, Pan Li, Jing Xian Li, Zhen Wei

“…A three-dimensional motion capture system with 10 cameras combined with four synchronised force plates was used to collect kinematics of the lower extremity and ground reactive force whilst the participants performed the crescent lunge pose, warrior II pose, and triangle pose. …”
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Revealing the differences in bicycle theft and motorcycle theft: spatial patterns and contributing factors by Lin Liu, Heng Liu, Dongping Long, Xinhua Huang

“…The proportion of migrant population and residential land area within communities have a significant positive impact on both bicycle theft and motorcycle theft. (4) Surveillance cameras have a significant positive impact on motorcycle theft, but ambient population density has a significant deterring effect on motorcycle thefts. …”
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Lighting Spectrum Optimization With Deep Learning for Moss Species Classification by Kenichi Ito, Pauli Falt, Markku Hauta-Kasari, Shigeki Nakauchi

“…The proposed method, which does not require expensive spectral cameras, has the potential to deliver recognition performance comparable to HSI, making it a practical and cost-effective solution for moss species identification.…”
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Hip Abduction Strength: Relationship to Trunk and Lower Extremity Motion During A Single-Leg Step-Down Task in Professional Baseball Players by M. Christopher Zipser, Hillary A Plummer, Nathan Kindstrand, Johnathan C Sum, Bernard Li, Lori A Michener

“…Bilateral hip abduction isometric strength was measured using a handheld dynamometer (HHD), and then multiplied by distance from the greater trochanter to the HHD and expressed as hip abduction torque. Video cameras captured the SLSD, with participants standing on one leg while lowering their contralateral heel to touchdown on the floor from a 0.203m (8in.) step. …”
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Generative Adversarial Networks for Unmanned Aerial Vehicle Object Detection with Fusion Technology by Nageswara Guptha M, Y. K. Guruprasad, Yuvaraja Teekaraman, Ramya Kuppusamy, Amruth Ramesh Thelkar

“…When many sensors are deployed, both thermal and electro-optro cameras have great clustering capabilities as well as accurate localization and ranging. …”
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A perspective on the current state of smartphone-based mobile applications for scar assessment by Peter Moortgat, Jill Meirte, Mieke Anthonissen, Koen Maertens, Thibau Demarbaix, Ulrike Van Daele

“…The increasing omnipresence of smartphones, equipped with high-resolution cameras and advanced sensors, presents an opportunity to address this gap by developing smartphone-based assessment tools. …”
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Multimodal Zero-Shot Shelf Deformation Detection Based on MEMS Sensors and Images by Hong Yan, Jingjing Fan, Yajun Liu

“…Specifically, MEMS sensors are employed for real-time acquisition of shelf status, with threshold values set to trigger an initial alert mechanism. Simultaneously, cameras capture shelf images, and multiple You Only Look Once (YOLO) models are used to detect and classify critical components of the shelf, such as beams and columns. …”
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Fuzzy Logic Recommender Model for Housing by Emanuel G. Munoz, Jaime Meza, Sebastian Ventura

“…The proposed method employs objective distances from the properties to points of interest, such as educational centers, medical centers, pharmacies, shops, entertainment, 911 security cameras and public transport stations. These distances are calculated on the basis of the area in which the property is located, thus providing an accurate assessment of the environment. …”
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Loss of pelagic fish and zooplankton density associated with subglacial upwelling in high Arctic estuaries may be mitigated by benthic habitat expansion following tidewater glacier... by Victor Gonzalez Triginer, Arunima Sen, Maxime Geoffroy, Børge Damsgård

“…We developed a sustainable and efficient protocol to safely sample the glacier front and shallow coastal areas using hydroacoustics and a remote autonomous vehicle combined with oceanographic measurements and baited remote cameras. Over 2 years, pelagic density was lowest at the now land-terminating glacier front and highest at the site with lowest terrestrial input. …”
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