izv. prof. dr. sc. Zoran Kalafatić

Associate professor, Department of Electronics, Microelectronics, Computer and Intelligent Systems

Location:
Public phone number:
6129-998
Internal phone number:
498

Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data

Grcić, Matej ; Bevandić, Petra ; Kalafatić, Zoran ; Šegvić, Siniša
2024.
Sensors

Scalable Hypersphere Embedding For Semantic Metric Learning

Budimir, Lovre Antonio; Subašić, Marko; Kalafatić, Zoran; Lončarić, Sven
2024.

Enhanced Out-of-Stock Detection in Retail Shelf Images Based on Deep Learning

Šikić, Franko;Kalafatić, Zoran;Subašić, Marko;Lončarić, Sven
2024.
Sensors

Multi-Class Price Tag Detection in Images of Supermarket Shelves

Šikić, Franko; Filipović, Branimir; Kalafatić, Zoran; Subašić, Marko; Lončarić, Sven
2023.

Facial Age Estimation Models for Embedded Systems: A Comparative Study

Doždor, Zorana ; Hrkać, Tomislav ; Brkić, Karla ; Kalafatić, Zoran
2023.
IEEE access

Knowledge Graph Dataset for Semantic Enrichment of Picture Description in NAPS Database

Horvat, Marko; Gledec, Gordan; Jagušt, Tomislav; Kalafatić, Zoran
2023.
Data

Two-Model-Based Online Hand Gesture Recognition from Skeleton Data

Doždor, Zorana ; Hrkać, Tomislav ; Kalafatić, Zoran
2023.

Enhancing Retail Product Recognition: Fine-Grained Bottle Size Classification

Tolja, Katarina; Subašić, Marko; Kalafatić, Zoran; Lončarić, Sven
2023.

TY-Net: Transforming YOLO for Hand Gesture Recognition

Doždor, Zorana; Kalafatić, Zoran; Ban, Željko; Hrkać, Tomislav
2023.
IEEE access

A Privacy Preservation Pipeline for Personally Identifiable Data in Images Using Convolutional and Transformer Architectures

Brkić, Karla ; Hrkać, Tomislav ; Kalafatić, Zoran
2022.

Multiple Object Tracking for Football Game Analysis

Kalafatić, Zoran ; Hrkać, Tomislav ; Brkić, Karla
2022.

Center of Excellence for Computer Vision

Lončarić, Sven ; Bogdan, Stjepan ; Gajski Dubravko ; Grgić, Mislav ; Grgić, Sonja ; Ivanjko, Edouard ; Jerbić, Bojan ; Kalafatić, Zoran ; Kovačić, Zdenko ; Krtalić, Andrija ; Mandić, Lidija ; Pandžić, Igor ; Pernar, Renata ; Petković, Tomislav ; Petrović, Ivan ; Pribanić, Tomislav ; Ribarić, Slobodan ; Seršić, Damir ; Subašić, Marko ; Šegvić, Siniša
2021.

Detection and Tracking of Players in Football Game Video

Huljina, Tomislav
2017.

Detection of Clothing in Images

Kecerin, Kristijan
2017.

Real-Time Estimation of Camera Motion in Video Sequences

Boroš, Domagoj
2017.

Deep Learning Based Localization of Identification Cards in Images

Pavlović, Petar
2017.

Object Recognition by Using Artificial Neural Networks

Bošnjak, Mihaela
2017.

Person De-Identification in Images

Srbljić, Josip
2017.

Optical Music Recognition System

Brajdić, Ivona
2017.

Generating LaTeX Code from Mathematical Expression Images

Knežević, Josip
2017.

System for Video Stitching

Matak, Ivan
2017.

Framework for Artificial Neural Networks

Kovač, Grgur
2017.

Semantic Segmentation by Using Convolutional Neural Networks

Matošević, Erik
2017.

Tracking of Players in Football Game Video

Šesto, Franko
2017.

System for Automated Recognition of Handwritten Corrections for Multiple Choice Answer Sheets

Cerovac, Matea
2017.

Protecting the Privacy of Humans in Video Sequences using a Computer Vision-Based De- Identification Pipeline

Brkić, Karla ; Hrkać, Tomislav ; Kalafatić, Zoran
2017.
Expert systems with applications

Face, hairstyle and clothing colour de- identification in video sequences

Brkić, Karla ; Hrkać, Tomislav ; Kalafatić, Zoran ; Sikirić, Ivan
2017.
IET signal processing

Multi-Class U-Net for Segmentation of Non-biometric Identifiers

Hrkać, Tomislav ; Brkić, Karla ; Kalafatić, Zoran
2017.

I Know That Person: Generative Full Body and Face De-identification of People in Images

Brkić, Karla ; Sikirić, Ivan ; Hrkać, Tomislav ; Kalafatić, Zoran
2017.

Energy consumption and data amount reduction using object detection on embedded platform

Šnajder, Boris ; Kalafatić, Zoran ; Bilas, Vedran
2016.

Power management in wireless camera network for periodic monitoring of environment

Šnajder, Boris
2016.

System for Human Pose Estimation in Images

Čačković, Karlo
2016.

Handwritten Character Segmentation Using Classifiers

Čapalija, Ivan
2016.

Detection and Tracking of Players in Football Game Video

Dumbović, Karlo
2016.

Wireless Sensor Node Modelling for Energy Effciency Analysis in Data-Intensive Periodic Monitoring

Šnajder, Boris ; Jeličić, Vana ; Kalafatić, Zoran ; Bilas, Vedran
2016.
Ad Hoc Networks

De-identifying people in videos using neural art

Brkić, Karla ; Sikirić, Ivan ; Hrkać, Tomislav ; Kalafatić, Zoran
2016.

Pedestrian Detection System Based on Deep Learning

Gobin, Filip
2016.

Tattoo Detection for Soft Biometric De-identification Based on Convolutional Neural Networks

Hrkać, Tomislav ; Brkić, Karla ; Kalafatić, Zoran
2016.

Deep Metric Learning for Person Re-Identification and De-Identification

Filković, Ivan ; Kalafatić, Zoran ; Hrkać, Tomislav
2016.

Robot arm teleoperation via RGBD sensor palm tracking

Marić, Filip ; Jurin, Ivan ; Marković, Ivan ; Kalafatić, Zoran ; Petrović, Ivan
2016.

Evaluating the Effects of Convolutional Neural Network Committees

Jurišić, Fran ; Filković, Ivan ; Kalafatić, Zoran
2016.

Python for the curious

Kalafatić, Zoran ; Pošćić, Antonio ; Šegvić, Siniša ; Šribar, Julijan.
2016.

Detection of Players in Football Game Video

Šafranko, Davor
2016.

System for Video Stitching

Sitnik, Dario
2016.

Camera Calibration and Radial Distortion Correction

Papež, Luka
2016.

Tracking of Players in Football Game Video

Jagodić, Marko
2016.

Face Localization Using Supervised Descent Method

Sertić, Marko
2016.

System for Word Input Using Virtual Keyboard Gestures

Osvald, Denis
2016.

Person Detection Based on Convolutional Neural Networks

Jovičić, Tihomir
2016.

Unsupervised algorithms for reducing the number of colors in images

Kreš, Tomislav
2015.

System for detecting vehicles in video sequences

Oršolić, Matija
2015.

System for playing card recognition

Knežević, Josip
2015.

System for hand detection and tracking using depth camera

Jurin, Ivan
2015.

System for text recognition in photographs

Cerovac, Matea
2015.

System for tracking objects in video sequences

Jurić, Andrej
2015.

Tracking objects in radar images

Barešić, Mauro
2015.

Vehicle license plate detection and recognition

Huljina, Tomislav
2015.

System for detecting people in video sequences

Granić, Mislav
2015.

System for handwritten character recognition

Boroš, Domagoj
2015.

Speaker tracking system based on computer vision

Tomić, Damir
2015.

Detecting Humans in Videos by Combining Heterogeneous Detectors

Brkić, Karla ; Hrkać, Tomislav ; Kalafatić, Zoran
2015.

Object detection and recognition using convolutional neural networks

Jurišić, Fran
2015.

Multiple-dataset Traffic Sign Classification with OneCNN

Jurišić, Fran ; Filković, Ivan ; Kalafatić, Zoran
2015.

Tracking objects with variable appearance in video sequences

Mendica, Denis
2015.

Face detection and recognition in images

Srbljić, Josip
2015.

Traffic sign detection using heterogeneous classifier cascade

Čačković, Karlo
2014.

Recognizing 3D Objects from a Limited Number of Views using Temporal Ensembles of Shape Functions

Brkić, Karla ; Šegvić, Siniša ; Kalafatić, Zoran ; Aldoma, Aitor ; Vincze, Markus
2014.

Hand tracking and simple gesture recognition system

Glavak, Mario
2014.

Pedestrian detection system

Ćuk, Daniel
2014.

Experimental Evaluation of Vehicle Detection Based on Background Modelling in Daytime and Night-Time Video

Lipovac, Igor ; Hrkać, Tomislav ; Brkić, Karla ; Kalafatić, Zoran ; Šegvić, Siniša
2014.

Search and booking of tourist services using mobile devices

Martić, Matija
2014.

Traffic sign detection and recognition system

Mandarić, Mislav
2014.

Temporal Ensemble of Shape Functions

Brkić, Karla ; Aldoma, Aitor, Vincze, Markus ; Šegvić, Siniša ; Kalafatić, Zoran
2014.

System for pool game analysis

Dumbović, Karlo
2014.

Automatic recognition of handwritten corrections for multiple-choice exam answer sheets

Čupić, Marko ; Brkić, Karla ; Hrkać, Tomislav ; Mihajlović, Željka ; Kalafatić, Zoran
2014.

Exploiting temporal and spatial constraints in traffic sign detection from a moving vehicle

Šegvić, Siniša ; Brkić, Karla ; Kalafatić, Zoran ; Pinz, Axel
2014.
Machine vision and applications

Vehicle detection in video sequences acquired from above the road

Tirić, Armin
2014.

System for detection and tracking of players in sports

Malenica, Krunoslav
2014.

System for traffic sign detection

Jurišić, Fran
2013.

Sketch-Based Image Retrieval

Goričan, Lidija
2013.

System for bar-code recognition on a mobile device

Miklenić, Bojan
2013.

Airborne video sequence stabilization

Radović, Zrinka
2013.

Evaluation of traffic sign recognition algorithms

Filković, Ivan
2013.

Application of computer vision in augmented reality systems

Banjanin, Jelena
2013.

System for automated printed text recognition

Kreš, Tomislav
2013.

Software system for measuring electromagnetic field

Čajko, Filip
2013.

Application of computer vision for determining 3D object structure

Jureković, Matija
2013.

Pedestrian detection based on histograms of oriented gradients

Barešić, Mauro
2013.

Combining Spatio-Temporal Appearance Descriptors and Optical Flow for Human Action Recognition in Video Data

Brkić, Karla ; Rašić, Srđan ; Pinz, Axel ; Šegvić, Siniša ; Kalafatić, Zoran
2013.

System for determining 3D object structure

Mendica, Denis
2013.

Structural analysis of video by histogram-based description of local space-time appearance

Brkić, Karla
2013.

Application of Augmented Reality for Supporting Instrument Service Tasks

Benussi Toni ; Kalafatic, Zoran ; Mihajlovic, Zeljka ;
2012.

Towards Space-Time Semantics in Two Frames

Brkić, Karla ; Pinz, Axel ; Kalafatić, Zoran ; Šegvić, Siniša
2012.
Lecture notes in computer science

Using computer vision and augmented reality for equipment maintenance support

Benussi, Toni
2012.

Hand gesture recognition system

Jurić, Darko
2012.

Implementing digit recognition algorithm on a mobile platform

Martić, Matija
2012.

Traffic sign recognition system based on neural networks

Ćuk, Daniel
2012.

Face recognition using principal component analysis

Pavišić, Vlatka
2012.

Vehicle detection and tracking in video sequences

Glavak, Mario
2012.

Person detection based on histograms of oriented gradients

Vučković, Petra
2012.

System for evaluation of traffic sign detection and recognition algorithms

Kovaček, Ivan
2012.

Sliding Window Object Detection without Spatial Clustering of Raw Detection Responses

Šegvić, Siniša ; Kalafatić, Zoran ; Kovaček, Ivan
2012.

System for license-plate detection and recognition

Jurković, Mladen
2011.

Expert system based on fuzzy logic and decision trees

Fofonjka, Marijan
2011.

Multi-class object detection with feature sharing

Bonači, Igor
2011.

Histogram-Based Description of Local Space-Time Appearance

Brkić, Karla ; Pinz, Axel ; Šegvić, Siniša ; Kalafatić, Zoran
2011.
Lecture notes in computer science

Supporting automated grading of formative multiple choice exams by introducing student identifier matrices

Čupić, Marko ; Brkić, Karla ; Hrkać, Tomislav ; Kalafatić, Zoran
2011.

Addressing false alarms and localization inaccuracy in traffic sign detection and recognition

Bonači, Igor ; Kusalić, Ivan, Kovaček, Ivan ; Kalafatić, Zoran ; Šegvić, Siniša
2011.

Implementation of computer vision algorithms for mobile platforms

Rukavina, Domagoj
2011.

Traffic sign detection using shape models

Petkovski, Filip
2011.

Traffic panel detection based on color and shape

Radović, Zrinka
2011.

Detecting traffic signs as regular polygons in color images

Mačinković, Ivan
2011.

Traffic sign detection using genetic algorithm

Kovačević, Petra Ivana
2011.

Object tracking based on adaptive search-window shift

Filković, Ivan
2011.

Face recognition using eigenfaces

Banjanin, Jelena
2011.

System for automated evaluation of similarity of sketches in psychological tests

Malvić, Boris
2011.

Color image segmentation using Mean-shift algorithm

Miklenić, Bojan
2011.

Image database search based on combining keywords and image examples

Rodik, Filip
2011.

Object tracking based on contour models

Novokmet, Antonija
2011.

Detecting smiles in photographs

Kovačić, Bruno
2010.

Employing graphics hardware for image processing operations

Hucaljuk, Josip
2010.

Object localization by using active shape models

Juribašić, Matko
2010.

System for traffic sign image segmentation based on color

Benussi, Toni
2010.

Model of an embedded component for color-camera image transformation

Sutić, Davor
2010.

Implementation of computer vision algorithms for embedded systems

Martinović, Anđelo
2010.

Circular traffic sign detection based on cascaded classifiers

Sarkotić, Tomislav
2010.

A computer vision assisted geoinformation inventory for traffic infrastructure

Šegvić, Siniša ; Brkić, Karla ; Kalafatić, Zoran ; Stanisavljević, Vladimir ; Ševrović, Marko ; Budimir, Damir ; Dadić, Ivan
2010.

Content based image retrieval system

Pranjić, Marko
2010.

Generative modeling of spatio-temporal traffic sign trajectories

Brkić, Karla ; Šegvić, Siniša ; Kalafatić, Zoran ; Sikirić, Ivan ; Pinz, Axel
2010.

Tracking objects in video sequences based on information obtained by an object detector

Lujić, Slaven
2010.

System for detection of triangular traffic signs in image sequences

Valjak, Gordan
2010.

Streamlining collection of training samples for object detection and classification in video

Bulović, Ana ; Bučar, Damir ; Palašek, Petar ; Popović, Bojan ; Trbojević, Ante ; Zadrija, Lucija ; Kusalić, Ivan ; Brkić, Karla ; Kalafatić, Zoran ; Šegvić, Siniša
2010.

An Experiment with Saccadic Eye Movement Simulation

Đukić, Zlatko ; Kalafatić, Zoran ; Otočan, Ivana
2010.

Color based image segmentation

Perica, Igor
2010.

Real-time Detection and Recognition of Traffic Signs

Martinović, Anđelo ; Glavaš, Goran ; Juribašić, Matko ; Sutić, Davor ; Kalafatić Zoran
2010.

Traffic sign detection based on color and shape

Milas, Marijana
2010.

System for traffic signs detection and recognition

Kovaček, Ivan
2010.

Tracking objects in image sequences based on edge information

Jurić, Darko
2010.

System for dense annotation of traffic signs in video sequences

Morava, Martin
2010.

Object tracking by adaptive search window shifting

Živić, Ana
2009.

Detecting a specified face in group images

Rukavina, Domagoj
2009.

Traffic sign detection based on shape models

Fofonjka, Marijan
2009.

Program system for printed text recognition

Jurković, Mladen
2009.

Measuring spine curvatures in X-ray images

Lukežić, Martina
2009.

Traffic sign recognition based on neural networks

Rodik, Filip
2009.

Traffic sign detection based on Hough transform

Novokmet, Antonija
2009.

CAMSHIFT algorithm for tracking objects in image sequences

Bonači, Igor
2009.

Traffic sign recognition based on Support Vector Machine

Kusalić, Ivan
2009.

Olive pit shape analysis

Mihalj, Ivan
2009.

Image database search based on textural features

Jozić, Ivana
2009.

Towards automatic assessment and mapping of traffic infrastructure by adding vision capabilities to a geoinformation inventory

Šegvić, Siniša ; Brkić, Karla ; Kalafatić, Zoran ; Stanisavljević, Vladimir ; Budimir, Damir ; Dadić, Ivan
2009.

Traffic sign detection in color images

Čop, Marko
2009.

Image database retrieval based on local color features

Galeković, Petar
2009.

Recognition of number plate characters

Martinović, Anđelo
2008.

Traffic sign detection based on color and shape

Perica, Igor
2008.

Improved software development as a key to company businesss growth

Požgaj, Željka ; Kalafatić, Zoran ; Sertić, Hrvoje
2008.
Ekonomska istraživanja

Detecting Vulnerabilities in Web Applications by Clustering Web Pages

Suhina, Vanja ; Groš, Stjepan ; Kalafatić, Zoran
2008.

Computer aided learning in internal medicine based on digital image processing

Šamšalović, Marko
2008.

Face detection based on Gabor features

Androš, Tomislav
2008.

Color based image database retrieval

Lujić, Slaven
2008.

People detection in images

Sutić, Davor
2008.

Detection of licence plates on vehicles

Juribašić, Matko
2008.

System for storing and retrieving images of postage stamps

Elezović, Marko
2008.

Using rectangular features for face detection

Zujović, Jasin
2008.

Automated vulnerability detection in Web applications

Suhina, Vanja
2008.

Object tracking in traffic scenes

Burazin, Marko
2008.

Utilizing machine learning for detecting people in images

Mrša, Joso
2008.

Road Sign Detection in Video Sequences

Pranjić, Marko
2008.

Software tool for logging and diagnostics of complex systems

Ivić, Mario
2007.

Infrared-Visual Image Registration Based on Corners and Hausdorff Distance

Hrkać, Tomislav ; Kalafatić, Zoran ; Krapac, Josip
2007.
Lecture notes in computer science

Image alignment based on a model of attention guiding

Đukić, Zlatko
2007.

Object localization based on active shape models

Brkić, Karla
2007.

Generic Approach to Computer Vision

Sertić, Hrvoje ; Restović, Ante ; Kalafatić, Zoran
2007.

Using skin color features for face detection

Čikara, Mladen
2007.

Project Retrospectives Method in Telecom Software Development

Sertić, Hrvoje ; Maržić, Krešimir ; Kalafatić, Zoran
2007.

Tracking Objects Using Particle Filters

Senji, Ivan ; Kalafatić , Zoran
2007.

Learning and recognizing colored patterns

Šoufek, Zoran
2006.

Object Detection Based on Gray-scale Morphology

Šamšalović, Marko ; Kalafatić, Zoran
2006.

Corner-Based Infrared-Visual Image Registration.

Hrkać, Tomislav ; Kalafatić, Zoran
2006.

Architecture and Implementation of a Computer Vision Component

Sertić, Hrvoje ; Kalafatić, Zoran
2006.

A Managed Approach to Computer Vision

Sertić, Hrvoje ; Kalafatić, Zoran
2006.

Object detection based on deformable templates

Jurjević, Željka
2006.

Person detection in infrared images

Kušić, Dalibor
2006.

Face detection based on neural networks

Staudacher, Luka
2006.

Object tracking based on particle filters

Senji, Ivan
2006.

Color image similatity measures

Rogić, Krunoslav
2006.

System for image segmentation based on mean-shift algorithm

Tonković, Danijel
2006.

Generic Software Component as a Foundation for Computer Vision Systems

Sertić, Hrvoje ; Kalafatić, Zoran
2006.
WSEAS transactions on computers

Estimating optical flow along the contours

Šećibović, Armin
2005.

Utilizing Kalman filter for visual object tracking

Babić, Vjeran
2005.

Model-based Tracking of Laboratory Animals

Kalafatić, Zoran
2003.

Volume Rendering with Least Squares Spline Reconstruction

Mihajlović, Željka ; Budin, Leo ; Kalafatić, Zoran
2002.

Extracting the Canonical Set of Closed Contours Using the Best-First Search Algorithm

Šegvić, Siniša ; Kalafatić, Zoran ; Ribarić, Slobodan
2001.

A System for Tracking Laboratory Animals Based on Optical Flow and Active Contours

Kalafatić, Zoran ; Ribarić, Slobodan ; Stanisavljević, Vladimir
2001.

A Software Architecture for Image Acquisition and Camera Control in an Active Vision System

Šegvić, Siniša ; Stanisavljević, Vladimir ; Kalafatić, Zoran
2000.

Real-Time Object Tracking Based on Optical Flow and Active Rays

Kalafatić, Zoran ; Ribarić, Slobodan ; Stanisavljević, Vladimir
2000.

Optical Flow Estimation over Extended Image Sequence

Stanisavljević, Vladimir ; Kalafatić, Zoran ; Ribarić, Slobodan
2000.

Restoration of images blurred by circular motion

Ribarić, Slobodan ; Milani, Milivoj ; Kalafatić, Zoran
2000.

Object tracking based on sparse optical flow

Kalafatić, Zoran
1999.

Establishing Motion Correspondence for Moving Non-rigid Objects

Stanisavljević, Vladimir ; Kalafatić, Zoran
1999.

Object Tracking Based on Optical Flow

Kalafatić, Zoran ; Ribarić, Slobodan ; Stanisavljević, Vladimir
1999.

Real-Time System for Analyzing Animal Motion

Ribarić, Slobodan ; Dohoczky, Csaba ; Kalafatić, Zoran ; Stanisavljević, Vladimir
1997.

A Module for Automated Generation of Planar Object Descriptions

Kalafatić, Zoran ; Ribarić, Slobodan
1996.
CIT. Journal of computing and information technology

A Module for Automated Generation of Planar Object Descriptions

Kalafatić, Zoran ; Ribarić, Slobodan
1996.

Generating KRP Object Descriptions

Kalafatić, Zoran
1995.

Generating descriptions of compound two-dimensional objects by using models and local symmetries

Kalafatić, Zoran
1994.

An algorithm for finding circular arcs in linear contour approximation

Kalafatić, Zoran
1994.

A Model Based Approach to Shape Decomposition

Kalafatić, Zoran
1993.

Utilizing Local Symmetries for Shape Decomposition

Kalafatić, Zoran
1992.

A Program System for the Simulation of a Single Instruction Computer

Kalafatić, Zoran
1991.

Teaching

University undergraduate

University graduate

Competences

  • Computers and information processing
    Image processing Active shape model Blob detection Corner detection Feature extraction Gray-scale Image analysis Image segmentation Image sequences Machine vision Morphological operations Multiprocessing systems Pattern recognition  Active shape model Activity recognition Clustering methods Nearest neighbor methods Pattern matching
  • Computational and artificial intelligence
    Supervised learning Unsupervised learning Machine learning Pattern analysis Artificial neural networks Feedforward neural networks Multi-layer neural network