Search Results - "Hrkac, Tomislav"
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Facial Age Estimation Models for Embedded Systems: A Comparative Study
Published in IEEE access (01-01-2023)“…Automated age estimation from face images is the process of assigning either an exact age or a specific age range to a facial image. In this paper a…”
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2
Surface segregation in TiO2-based nanocomposite thin films
Published in Nanotechnology (14-12-2012)“…The morphology of nanocomposites plays a pivotal role in understanding their functionality and determines their capabilities for applications. The use of…”
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Protecting the privacy of humans in video sequences using a computer vision-based de-identification pipeline
Published in Expert systems with applications (30-11-2017)“…•A computer-vision based pipeline that de-identifies humans in videos is proposed•Precise localization of humans is performed using an improved GrabCut…”
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TY-Net: Transforming YOLO for Hand Gesture Recognition
Published in IEEE access (2023)“…Hand gesture recognition is a rapidly expanding field with diverse applications, and the use of skeleton-based methods is gaining popularity due to their…”
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A model of fuzzy spatio-temporal knowledge representation and reasoning based on high-level Petri nets
Published in Information systems (Oxford) (01-05-2012)“…In many application areas there is a need to represent human-like knowledge related to spatio-temporal relations among multiple moving objects. This type of…”
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Influence of organic matter on rheological properties of soil
Published in Applied clay science (01-08-2012)“…Recently rheological methods have been used to investigate the mechanical properties of soil micro-structure. Rheological techniques provide a number of…”
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TeMAS–a multi-agent system for temporally rich domains
Published in Knowledge and information systems (01-04-2008)“…In this paper, we present the model and simulator of a multi-agent system (MAS) for temporally rich domains. The theoretical foundations of the model include a…”
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I Know That Person: Generative Full Body and Face De-identification of People in Images
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01-07-2017)“…We propose a model for full body and face deidentification of humans in images. Given a segmentation of the human figure, our model generates a synthetic human…”
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Conference Proceeding -
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Two-stage cascade model for unconstrained face detection
Published in 2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE) (01-07-2016)“…In this paper, we propose a two-stage model for unconstrained face detection. The first stage is based on the normalized pixel difference (NPD) method, and the…”
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Conference Proceeding -
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Multiple Object Tracking for Football Game Analysis
Published in 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO) (23-05-2022)“…We consider the problem of tracking football players in video captured from one side of the football field. The task is challenging due to frequent occlusions…”
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Conference Proceeding -
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A Privacy Preservation Pipeline for Personally Identifiable Data in Images Using Convolutional and Transformer Architectures
Published in 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO) (23-05-2022)“…Image and video data of people, shared voluntarily and involuntarily, is ubiquitous. There is an increased need for techniques that enable privacy protection…”
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Conference Proceeding -
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Towards neural art-based face de-identification in video data
Published in 2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE) (01-07-2016)“…We propose a computer vision-based pipeline that enables altering the appearance of faces in videos. Assuming a surveillance scenario, we combine GMM-based…”
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Conference Proceeding -
13
Deep learning architectures for tattoo detection and de-identification
Published in 2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE) (01-07-2016)“…The widespread use of video recording devices to obtain recordings of people in various scenarios makes the problem of privacy protection increasingly…”
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Conference Proceeding -
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De-identifying people in videos using neural art
Published in 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA) (01-12-2016)“…We propose a computer vision-based de-identification pipeline that enables automated segmentation of humans in videos and effective protection of their…”
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Conference Proceeding -
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Deep metric learning for person Re-identification and De-identification
Published in 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) (01-05-2016)“…Large amounts of visual data are gathered from various surveillance systems across different places and times, and have to be processed in order to infer the…”
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Conference Proceeding -
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Detecting humans in videos by combining heterogeneous detectors
Published in 2015 38th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) (01-05-2015)“…Human detection is an actively researched problem in computer vision, and it has driven the development of a number of detectors, both problem-specific and…”
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Conference Proceeding -
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Automatic recognition of handwritten corrections for multiple-choice exam answer sheets
Published in 2014 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) (01-05-2014)“…Automated grading of multiple-choice exams is of great interest in university courses with a large number of students. We consider an existing system in which…”
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Conference Proceeding -
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Huge increase of therapeutic window at a bioactive silver/titania nanocomposite coating surface compared to solution
Published in Materials Science & Engineering C (01-05-2013)“…A silver containing coating used in the human body, e.g., on an implant should be both effectively antimicrobial and non-cytotoxic to human cells. It is…”
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Journal Article -
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Soft ground sewer: the new Southeast Collector Trunk Sewer project in York, Ontario, saw its first two TBMs launch this summer. Gerhard Urschitz, technical director for Strabag; Tomislav Hrkac, senior project manager for the Regional Municipality of York, Ontario, and Camilo Quintero, senior Project engineer--associate, Hatch Mott Macdonald explain the project
Published in Tunnels & tunnelling international (01-10-2012)Get full text
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Towards Reversible De-Identification in Video Sequences Using 3D Avatars and Steganography
Published 16-10-2015“…We propose a de-identification pipeline that protects the privacy of humans in video sequences by replacing them with rendered 3D human models, hence…”
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