Search Results - "Marina Kos"

Review and analysis of synthetic dataset generation methods and techniques for application in computer vision by Paulin, Goran, Ivasic‐Kos, Marina

“…Synthetic datasets, for which we propose the term synthsets, are not a novelty but have become a necessity. Although they have been used in computer vision…”
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An overview of Human Action Recognition in sports based on Computer Vision by Host, Kristina, Ivašić-Kos, Marina

“…Human Action Recognition (HAR) is a challenging task used in sports such as volleyball, basketball, soccer, and tennis to detect players and recognize their…”
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NANOG expression in human development and cancerogenesis by Grubelnik, Gašper, Boštjančič, Emanuela, Pavlič, Ana, Kos, Marina, Zidar, Nina

“…NANOG is an important stem cell transcription factor involved in human development and cancerogenesis. Its expression is complex and regulated on different…”
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Deep Learning Approach For Objects Detection in Underwater Pipeline Images by Gašparović, Boris, Lerga, Jonatan, Mauša, Goran, Ivašić-Kos, Marina

“…In this paper, we present automatic, deep-learning methods for pipeline detection in underwater environments. Seafloor pipelines are critical infrastructure…”
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3D Pose Estimation and Tracking in Handball Actions Using a Monocular Camera by Šajina, Romeo, Ivašić-Kos, Marina

“…Player pose estimation is particularly important for sports because it provides more accurate monitoring of athlete movements and performance, recognition of…”
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Automatic Person Detection in Search and Rescue Operations Using Deep CNN Detectors by Sambolek, Sasa, Ivasic-Kos, Marina

“…Due to a growing number of people who carry out various adrenaline activities or adventure tourism and stay in the mountains and other inaccessible places,…”
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Thermal Object Detection in Difficult Weather Conditions Using YOLO by Kristo, Mate, Ivasic-Kos, Marina, Pobar, Miran

“…Global terrorist threats and illegal migration have intensified concerns for the security of citizens, and every effort is made to exploit all available…”
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Active Player Detection in Handball Scenes Based on Activity Measures by Pobar, Miran, Ivasic-Kos, Marina

“…In team sports training scenes, it is common to have many players on the court, each with his own ball performing different actions. Our goal is to detect all…”
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MPFSIR: An Effective Multi-Person Pose Forecasting Model with Social Interaction Recognition by Sajina, Romeo, Ivasic-Kos, Marina

“…In recent years, multi-person pose forecasting has gained significant attention due to its potential applications in various fields such as computer vision,…”
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Analysis of Movement and Activities of Handball Players Using Deep Neural Networks by Host, Kristina, Pobar, Miran, Ivasic-Kos, Marina

“…This paper focuses on image and video content analysis of handball scenes and applying deep learning methods for detecting and tracking the players and…”
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Ovarian Teratoma in Routine Biopsy Material During a Five-Year Period by Kos, Marina, Nikić, Jasmina, Leniček, Tanja

“…Teratomas are tumors derived from germ cells, most frequently arising in the gonads. The aim of this study was to determine the number of ovarian teratomas…”
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A new approach to dominant motion pattern recognition at the macroscopic crowd level by Matkovic, Franjo, Ivasic-Kos, Marina, Ribaric, Slobodan

“…Automatic analysis and the recognition and prediction of the behaviour of large-scale crowds in video-surveillance data is a research field of paramount…”
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Application of raycast method for person geolocalization and distance determination using UAV images in Real-World land search and rescue scenarios by Paulin, Goran, Sambolek, Sasa, Ivasic-Kos, Marina

“…People enjoy spending time in the wilderness for numerous reasons. However, they occasionally get lost or injured, and their survival depends on being…”
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A computer vision approach to estimate the localized sea state by Vorkapic, Aleksandar, Pobar, Miran, Ivasic-Kos, Marina

“…This research presents a novel application of computer vision (CV) and deep learning methods for real-time sea state recognition, aiming to contribute to…”
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The influence of alpha-, beta-, and gamma-melanocyte stimulating hormone on acetaminophen induced liver lesions in male CBA mice by Blagaić, Vladimir, Houra, Karlo, Turcić, Petra, Stambuk, Nikola, Konjevoda, Pasko, Boban-Blagaić, Alenka, Kelava, Tomislav, Kos, Marina, Aralica, Gorana, Culo, Filip

“…Research over the past decade has indicated that melanocortin peptides are potent inhibitors of inflammation and a promising source of new anti-inflammatory…”
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Two-tier image annotation model based on a multi-label classifier and fuzzy-knowledge representation scheme by Ivasic-Kos, Marina, Pobar, Miran, Ribaric, Slobodan

“…Automatic image annotation involves automatically assigning useful keywords to an unlabelled image. The major goal is to bridge the so-called semantic gap…”
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Data preparation for semantic image interpretation by Ivas̆ić-Kos, Marina, Pavlić, Mile, Matetić, Maja

“…Even though a lot of effort has been put into researching image retrieval and interpretation, there is still no universally accepted approach to map low-level…”
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Diagnosis of ophthalmologic diseases in canines based on images using neural networks for image segmentation by Buric, Matija, Grozdanic, Sinisa, Ivasic-Kos, Marina

“…The primary challenge in diagnosing ocular diseases in canines based on images lies in developing an accurate and reliable machine learning method capable of…”
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A knowledge-based multi-layered image annotation system by Ivasic-Kos, Marina, Ipsic, Ivo, Ribaric, Slobodan

“…•A fuzzy-knowledge based intelligent system for multilayered image annotation.•Novel merged statistical and knowledge-based approach for image…”
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Mobile application for finding ATMs by Loncar, Mario, Aldan, Jasmin Abou, Ivasic-Kos, Marina

“…This paper describes mobile application that gives Android users the ability to find ATMs quickly. Currently, the application offers locations of ATMs for…”
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