prof. dr. sc. Siniša Šegvić

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

Location:
Public phone number:
6129-935
Internal phone number:
435

A baseline for semi-supervised learning of efficient semantic segmentation models

Grubišić, Ivan ; Oršić, Marin ; Šegvić, Siniša
2021.
17th International Conference on Machine Vision and Applications MVA 2021

Efficient semantic segmentation with pyramidal fusion

Oršić, Marin ; Šegvić, Siniša
2021.
Pattern recognition

Dense open-set recognition with synthetic outliers generated by Real NVP

Grcić, Matej ; Bevandić, Petra ; Šegvić, Siniša
2021.
16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

Traffic Scene Classification on a Representation Budget

Sikirić, Ivan ; Brkić, Karla ; Bevandić, Petra ; Krešo, Ivan ; Krapac, Josip ; Šegvić, Siniša
2020.
Ieee transactions on intelligent transportation systems

Efficient Ladder-Style DenseNets for Semantic Segmentation of Large Images

Krešo, Ivan ; Krapac, Josip ; Šegvić, Siniša
2020.
IEEE Transactions on Intelligent Transportation Systems

Warp to the Future: Joint Forecasting of Features and Feature Motion

Šarić, Josip ; Oršić, Marin ; Antunović, Tonći ; Vražić, Sacha ; Šegvić, Siniša
2020.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Perceptual Autoencoder for Compressive Sensing Image Reconstruction

Ralašić, Ivan ; Seršić, Damir ; Šegvić, Siniša
2020.
Informatica

Multi-domain semantic segmentation with pyramidal fusion

Oršić, Marin ; Bevandić, Petra ; Grubišić, Ivan ; Šarić, Josip ; Šegvić , Siniša
2020.

Multi-Task Learning for iRAP Attribute Classification and Road Safety Assessment

Kačan, Marin ; Oršić, Marin ; Šegvić, Siniša ; Ševrović, Marko
2020.
23rd International Conference on Intelligent Transportation Systems (ITSC)

Multimodal semantic forecasting based on conditional generation of future features

Fugošić, Kristijan ; Šarić, Josip ; Šegvić, Siniša
2020.
German Conference on Pattern Recognition (DAGM GCPR) 2020

Pedestrian Tracking by Probabilistic Data Association and Correspondence Embeddings

Bićanić, Borna ; Oršić, Marin ; Marković, Ivan ; Šegvić, Siniša ; Petrović, Ivan
2019.
International Conference on Information Fusion (FUSION)

Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain Shift

Bevandić, Petra ; Krešo, Ivan ; Oršić, Marin ; Šegvić, Siniša
2019.
41th German Conference on Pattern Recognition GCPR 2019.

In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving Images

Oršić, Marin ; Krešo, Ivan ; Bevandić, Petra ; Šegvić, Siniša
2019.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Single Level Feature-to-Feature Forecasting with Deformable Convolutions

Šarić, Josip ; Oršić, Marin ; Antunović, Tonći ; Vražić, Sacha ; Šegvić, Siniša
2019.
41th German Conference on Pattern Recognition GCPR 2019

Convolutional Models for Segmentation and Localization

Krešo, Ivan ; Bevandić, Petra ; Oršić, Marin ; Šegvić, Siniša
2018.
Engineering Power

Sparse weakly supervised models for object localization in road environment

Zadrija, Valentina ; Krapac, Josip ; Šegvić, Siniša ; Verbeek, Jakob
2018.
Computer vision and image understanding

Ladder-style DenseNets for Semantic Segmentation of Large Natural Images

Krešo ; Ivan ; Krapac, Josip ; Šegvić, Siniša
2017.
IEEE International Conference on Computer Vision Workshop

Python for the curious

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

Convolutional Scale Invariance for Semantic Segmentation

Krešo, Ivan ; Čaušević, Denis ; Krapac, Josip ; Šegvić, Siniša
2016.
38th German Conference on Pattern Recognition GCPR 2016.

Weakly-Supervised Semantic Segmentation by Redistributing Region Scores Back to the Pixels

Krapac, Josip ; Šegvić, Siniša
2016.
38th German Conference on Pattern Recognition GCPR 2016.

Patch-level Spatial Layout for Classification and Weakly Supervised Localization

Zadrija, Valentina ; Krapac, Josip ; Verbeek, Jakob ; Šegvić, Siniša
2016.
German Conference on Pattern Recognition

Improving the Egomotion Estimation by Correcting the Calibration Bias

Krešo, Ivan ; Šegvić, Siniša
2015.
10th International Conference on Computer Vision Theory and Applications

Weakly Supervised Object Localization with Large Fisher Vectors

Krapac, Josip ; Šegvić, Siniša
2015.
10th International Conference on Computer Vision Theory and Applications

Weakly Supervised Object Localization, Fisher Vectors, Sparse Classification Models.

Krapac, Josip ; Šegvić, Siniša
2015.
International Conference on Computer Vision Theory and Applications

Robust Traffic Scene Recognition with a Limited Descriptor Length

Sikirić, Ivan ; Brkić, Karla ; Krapac, Josip ; Šegvić, Siniša
2015.
CVPR 2015 Workshop on Visual Place Recognition in Changing Environments

Fast Approximate GMM Soft-Assign for Fine-Grained Image Classification with Large Fisher Vectors

Krapac, Josip ; Šegvić, Siniša
2015.
German Conference on Pattern Recognition

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

Temporal Ensemble of Shape Functions

Brkić, Karla ; Aldoma, Aitor, Vincze, Markus ; Šegvić, Siniša ; Kalafatić, Zoran
2014.
Eurographics 2014 Workshop on 3D Object Retrieval

Image Representations on a Budget: Traffic Scene Classification in a Restricted Bandwidth Scenario

Sikirić, Ivan ; Brkić, Karla ; Krapac, Josip ; Šegvić, Siniša
2014.
2014 IEEE Intelligent Vehicles Symposium (IV)

Multi-Label Classification of Traffic Scenes

Sikirić, Ivan ; Brkić, Karla ; Horvatin, Ivan ; Šegvić, Siniša
2014.
3rd Croatian Computer Vision Workshop

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.
3rd Croatian Computer Vision Workshop

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.
3rd Croatian Computer Vision Workshop

Convolutional Neural Networks for Croatian Traffic Signs Recognition

Vukotić, Vedran ; Krapac, Josip ; Šegvić, Siniša.
2014.
Croatian Computer Vision Workshop

Classifying Traffic Scenes Using The GIST Image Descriptor

Sikirić, Ivan ; Brkić, Karla ; Šegvić, Siniša
2013.
Croatian Computer Vision Workshop

A Novel Georeferenced Dataset for Stereo Visual Odometry

Krešo, Ivan ; Ševrović, Marko ; Šegvić, Siniša
2013.
Croatian Computer Vision Workshop

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.
Croatian Computer Vision Workshop

Multiclass Road Sign Detection using Multiplicative Kernel

Zadrija, Valentina ; Šegvić, Siniša
2013.
Croatian Computer Vision Workshop

Towards Space-Time Semantics in Two Frames

Brkić, Karla ; Pinz, Axel ; Kalafatić, Zoran ; Šegvić, Siniša
2012.
Lecture Notes in Computer Science / Computer Vision - ECCV 2012 Workshops and Demonstrations

Estimating OD matrices at intersections in airborne video - a pilot study

Braut, Viktor ; Čuljak, Mateja ; Vukotić, Vedran ; Šegvić, Siniša ; Ševrović, Marko ; Gold, Hrvoje
2012.
MIPRO 2012, 35th International Convention on Information and Communication Technology, Electronics and Microelectronics

Sliding Window Object Detection without Spatial Clustering of Raw Detection Responses

Šegvić, Siniša ; Kalafatić, Zoran ; Kovaček, Ivan
2012.
10th IFAC Symposium on Robot Control 2012 (SYROCO 2012)

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

Bonači, Igor ; Kusalić, Ivan, Kovaček, Ivan ; Kalafatić, Zoran ; Šegvić, Siniša
2011.
The Computer Vision Winter Workshop

Experimental Evaluation of Autonomous Driving Based on Visual Memory and Image Based Visual Servoing

Diosi, Albert ; Šegvić, Siniša ; Remazeilles, Anthony ; Chaumette, François
2011.
Ieee transactions on intelligent transportation systems

Histogram-Based Description of Local Space-Time Appearance

Brkić, Karla ; Pinz, Axel ; Šegvić, Siniša ; Kalafatić, Zoran
2011.
Lecture Notes in Computer Science

Preliminary experiments in multi-view video stitching

Šegvić, Siniša ; Ševrović, Marko ; Kos, Goran ; Stanisavljević, Vladimir ; Dadić, Ivan.
2011.
International Convention on Information and Communication Technology, Electronics and Microelectronics – MIPRO 2011

Detecting and recognizing centerlines as parabolic sections of the steerable filter response

Palašek, Petar ; Bosilj, Petra ; Šegvić, Siniša
2011.
International Convention on Information and Communication Technology, Electronics and Microelectronics – MIPRO 2011

Using GPS positioning to recover a comprehensive road appearance mosaic

Sikirić, Ivan ; Majić, Ante ; Šegvić, Siniša.
2011.
International Convention on Information and Communication Technology, Electronics and Microelectronics – MIPRO 2011

Recent advances in traffic sign detection

Šegvić, Siniša
2011.
Seminar instituta ICG tehničkog sveučilišta u Grazu

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.
The 33rd international convention of information and communication technology, electronics and microelectronics (MIPRO 2010)

Recovering a comprehensive road appearance mosaic from video

Sikirić, Ivan ; Brkić, Karla ; Šegvić, Siniša
2010.
The 33rd international convention of information and communication technology, electronics and microelectronics (MIPRO 2010)

Generative modeling of spatio-temporal traffic sign trajectories

Brkić, Karla ; Šegvić, Siniša ; Kalafatić, Zoran ; Sikirić, Ivan ; Pinz, Axel
2010.
Workshop on Use of Context in Video Processing, in conjuction with CVPR 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.
International Conference on Intelligent Transportation Systems

A mapping and localization framework for scalable appearance-based navigation

Šegvić, Siniša ; Remazeilles, Anthony ; Diosi, Albert ; Chaumette, François
2009.
Computer Vision and Image Understanding

Traffic sign detection as a component of an automated traffic infrastructure inventory system

Brkić, Karla ; Pinz, Axel ; Šegvić, Siniša
2009.
33rd annual Workshop of the Austrian Association for Pattern Recognition (OAGM/AAPR)

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.
32nd International Convention on Information and Communication Technology, Electronics and Microelectronics – MIPRO 2009

Online/Realtime Structure and Motion for General Camera Models

Schweighofer, Gerald ; Šegvić, Siniša ; Pinz, Axel
2008.
Workshop on Applications of Computer Vision

Performance evaluation of the five-point relative pose with emphasis on planar scenes

Šegvić, Siniša ; Schweighofer, Gerald ; Pinz, Axel
2007.
31st Workshop of the Austrian Association fot Pattern Recognition

Influence of the numerical conditioning to the accuracy of relative orientation

Šegvić, Siniša ; Schweighofer, gerald ; Pinz, Axel
2007.
The second international ISPRS workshop Towards Benchmarking Automated Calibration, Orientation, and Surface Reconstruction from Images Held with IEEE CVPR 2007

Large scale vision based navigation without an accurate global reconstruction

Šegvić, Siniša ; Remazeilles, Anthony ; Diosi, Albert ; Chaumette, François
2007.
IEEE Computer Society Conference on Computer Vision and Pattern Recognition

A Framework for Scalable Vision-Only Navigation

Šegvić, Siniša ; Remazeilles, Anthony ; Diosi, Albert ; Chaumette, François
2007.
Advanced Concepts for Intelligent Vision Systems

Outdoor Visual Path Following Experiments

Diosi, Albert ; Remazeilles, Anthony ; Šegvić, Siniša, Chaumette, Francois
2007.
IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, IROS'07

Experimental evaluation of an urban visual path following framework

Diosi, Albert ; Remazeilles, Anthony ; Šegvić, Siniša, Chaumette, Francois
2007.
6th IFAC Symposium on Intelligent Autonomous Vehicles, IAV'07

Enhancing the Point Feature Tracker by Adaptive Modelling of the Feature Support

Šegvić, Siniša ; Remazeilles, Anthony ; Chaumette, François
2006.
Lecture notes in computer science

A Multimodal Image Registration Technique for Structured Polygonal Scenes

Šegvić, Siniša
2005.
Fourth International Symposium on Image and Signal Processing and Analysis

Multi-agent Object Tracking by Active Vision

Šegvić, Siniša
2004.

Real-time Active Visual Tracking System

Ribarić, Slobodan ; Adrinek, Goran ; Šegvić, Siniša
2004.
IEEE Mediterranean Electrotechnical Conference (12 ; 2004

A Software Architecture for Distributed Visual Tracking in a Global Vision Localization System

Šegvić, Siniša ; Ribarić, Slobodan
2003.
Lecture notes in Computer Science

Detecting Salient Curvature Features Using the Local Control of the Feature Support

Šegvić, Siniša
2002.
11th IEEE Mediterranean Electrotechnical Conference MELECON 2002

Determining the absolute orientation in a corridor using projective geometry and active vision

Šegvić, Siniša ; Ribarić, Slobodan
2001.
IEEE Transactions on Industrial Electronics

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

Šegvić, Siniša ; Kalafatić, Zoran ; Ribarić, Slobodan
2001.
IEEE International Symposium on Signal Processing and Information Technology (1 ; 2001)

Using Projective Geometry and Active Vision for Scene Interpretation

Šegvić, Siniša
2000.

Locally adaptive thresholding of the sequence of image frames

Ribarić, Slobodan ; Šegvić, Siniša ; Špišić, Vladimir
2000.
Mediterranean Electrotechnical Conference (10 ; 2000)

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

Šegvić, Siniša ; Stanisavljević, Vladimir ; Kalafatić, Zoran
2000.
22nd Conference on Information Technology Interfaces ITI 2000

Real Time Segmentation by Using Locally Adaptive Dynamic thresholding

Ribarić, Slobodan ; Šegvić, Siniša ; Špišić, Vladimir
1999.
Automatika

Using vanishing points for purposive adjustment of viewing direction

Šegvić, Siniša
1999.
IEEE International Symposium on Industrial Electronics

Self-localisation procedure for autonomous navigation through corridors

Šegvić, Siniša ; Ribarić, Slobodan
1999.
Elektrotehniška in računalniška konferenca = Electrotechnical and Computer Science Conference (8 ; 1999)

Robust Extraction of Line Segments from Colour Images by an Iterative Weighted Polarised Hough Transform

Šegvić, Siniša
1998.
21st International Convention MIPRO '98

Teaching duties

University undergraduate

University graduate

Postgraduate doctoral study programme

Competences

  • Computational and artificial intelligence
    Artificial intelligence Cognitive systems  Autonomous systems Learning (artificial intelligence) Distance learning Semisupervised learning Supervised learning Machine learning Probabilistic logic Machine intelligence Pattern analysis
  • Computational and artificial intelligence
    Artificial intelligence Cognitive systems  Autonomous systems Learning (artificial intelligence) Distance learning Semisupervised learning Supervised learning Machine learning Probabilistic logic Machine intelligence Pattern analysis

Personal data

Graduation year:
1995.
mr.sc. graduation year:
2000.
PhD graduation year:
2004.
Employed in this institution since:
1996.