AIMC Topic: Video Recording

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Impact of deep learning and post-processing algorithms performances on biodiversity metrics assessed on videos.

PloS one Aug 11, 2025
Assessing the escalating biodiversity crisis, driven by climate change, habitat destruction, and exploitation, necessitates efficient monitoring strategies to assess species presence and abundance across diverse habitats. Video-based surveys using re...
Fishes Video Recording Algorithms Image Processing, Computer-Assisted Animals Biodiversity Ecosystem Deep Learning
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A novel multi-modal retrieval framework for tracking vehicles using natural language descriptions.

PloS one Aug 11, 2025
Recent advances in multimodal and contrastive learning have significantly enhanced image and video retrieval capabilities. This fusion provides numerous opportunities for multi-dimensional and multi-view retrieval, especially in multi-camera surveill...
Natural Language Processing Video Recording Motor Vehicles Humans Algorithms
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CAS-Colon: A Comprehensive Colonoscopy Anatomical Segmentation Dataset for Artificial Intelligence Development.

Scientific data Aug 7, 2025
Artificial intelligence (AI) holds immense potential to transform gastrointestinal endoscopy by reducing manual workload and enhancing procedural efficiency. However, the development of robust AI algorithms is hindered by limited access to high-quali...
Artificial Intelligence Algorithms Humans Video Recording Colon Colonoscopy
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Robust skeletal motion tracking using temporal and spatial synchronization of two video streams.

PloS one Aug 7, 2025
Accurate and reliable skeletal motion tracking is essential for rehabilitation monitoring, enabling objective assessment of patient progress and facilitating telerehabilitation applications. Traditional marker-based motion capture systems, while high...
Humans Algorithms Movement Elbow Joint Wrist Joint Video Recording
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Renji endoscopic submucosal dissection video data set for colorectal neoplastic lesions.

Scientific data Aug 6, 2025
Artificial intelligence advancements have significantly enhanced computer-aided intervention, learning among surgeons, and analysis of surgical videos post-operation, substantially elevating surgical expertise and patient outcomes. Recognition system...
Endoscopic Mucosal Resection Humans Colorectal Neoplasms Video Recording
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Artificial intelligence-integrated video analysis of vessel area changes and instrument motion for microsurgical skill assessment.

Scientific reports Jul 31, 2025
Mastering microsurgical skills is essential for neurosurgical trainees. Video-based analysis of target tissue changes and surgical instrument motion provides an objective, quantitative method for assessing microsurgical proficiency, potentially enhan...
Artificial Intelligence Humans Algorithms Anastomosis, Surgical Neurosurgical Procedures Clinical Competence Video Recording Microsurgery
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Low-cost computation for isolated sign language video recognition with multiple reservoir computing.

PloS one Jul 30, 2025
Sign language recognition (SLR) has the potential to bridge communication gaps and empower hearing-impaired communities. To ensure the portability and accessibility of the SLR system, its implementation on a portable, server-independent device become...
Video Recording Sign Language Neural Networks, Computer Deep Learning Humans
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Diagnosis of unilateral vocal fold paralysis using auto-diagnostic deep learning model.

Scientific reports Jul 29, 2025
Unilateral vocal fold paralysis (UVFP) is a condition characterized by impaired vocal fold mobility, typically diagnosed using laryngeal videoendoscopy. While deep learning (DL) models using static images have been explored for UVFP detection, they o...
Deep Learning Video Recording Vocal Cord Paralysis Vocal Cords Male Middle Aged Aged Adult Laryngoscopy Humans Female
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Neural network-based identification for scallops (Pecten maximus) in natural marine habitats.

PloS one Jul 28, 2025
The Great Atlantic scallop, or King scallop (Pecten maximus), ranks third in value after mackerel and Nephrops in UK fisheries. Its landings have surged over recent decades, making it the UK's fastest-growing fishery. Scallop stock assessments, cruci...
Ecosystem Video Recording Neural Networks, Computer Animals Pectinidae Conservation of Natural Resources Fisheries
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Development of an artificial intelligence algorithm for automated surgical gestures annotation.

Journal of robotic surgery Jul 18, 2025
Surgical gestures analysis is a promising method to assess surgical procedure quality, but manual annotation is time-consuming. We aimed to develop a recurrent neural network for automated surgical gesture annotation using simulated robot-assisted ra...
Male Gestures Artificial Intelligence Robotic Surgical Procedures Humans Algorithms Video Recording Neural Networks, Computer
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