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

Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain Shift

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

Pedestrian Tracking by Probabilistic Data Association and Correspondence Embeddings

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

Traffic Scene Classification on a Representation Budget

Sikirić, Ivan ; Brkić, Karla ; Bevandić, Petra ; Krešo, Ivan ; Krapac, Josip ; Šegvić, Siniša
Znanstveni i pregledni radovi, 2019.

Sparse weakly supervised models for object localization in road environment

Zadrija, Valentina ; Krapac, Josip ; Šegvić, Siniša ; Verbeek, Jakob
Znanstveni i pregledni radovi, 2018.

Convolutional Models for Segmentation and Localization

Krešo, Ivan ; Bevandić, Petra ; Oršić, Marin ; Šegvić, Siniša
Znanstveni i pregledni radovi, 2018.

Ladder-style DenseNets for Semantic Segmentation of Large Natural Images

Krešo ; Ivan ; Krapac, Josip ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2017.
IEEE International Conference on Computer Vision Workshop

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

Krapac, Josip ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2016.
38th German Conference on Pattern Recognition GCPR 2016.

Convolutional Scale Invariance for Semantic Segmentation

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

Python for the curious

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

Patch-level Spatial Layout for Classification and Weakly Supervised Localization

Zadrija, Valentina ; Krapac, Josip ; Verbeek, Jakob ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2016.
German Conference on Pattern Recognition

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

Krapac, Josip ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2015.
German Conference on Pattern Recognition

Robust Traffic Scene Recognition with a Limited Descriptor Length

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

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

Krapac, Josip ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2015.
International Conference on Computer Vision Theory and Applications

Weakly Supervised Object Localization with Large Fisher Vectors

Krapac, Josip ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2015.
10th International Conference on Computer Vision Theory and Applications

Improving the Egomotion Estimation by Correcting the Calibration Bias

Krešo, Ivan ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2015.
10th International Conference on Computer Vision Theory and Applications

Convolutional Neural Networks for Croatian Traffic Signs Recognition

Vukotić, Vedran ; Krapac, Josip ; Šegvić, Siniša.
Znanstveni radovi u zbornicima skupova, 2014.
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
Znanstveni radovi u zbornicima skupova, 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
Znanstveni radovi u zbornicima skupova, 2014.
3rd Croatian Computer Vision Workshop

Multi-Label Classification of Traffic Scenes

Sikirić, Ivan ; Brkić, Karla ; Horvatin, Ivan ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2014.
3rd Croatian Computer Vision Workshop

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

Sikirić, Ivan ; Brkić, Karla ; Krapac, Josip ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2014.
2014 IEEE Intelligent Vehicles Symposium (IV)

Temporal Ensemble of Shape Functions

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

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

Šegvić, Siniša ; Brkić, Karla ; Kalafatić, Zoran ; Pinz, Axel
Znanstveni i pregledni radovi, 2014.

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
Znanstveni radovi u zbornicima skupova, 2013.
Croatian Computer Vision Workshop

A Novel Georeferenced Dataset for Stereo Visual Odometry

Krešo, Ivan ; Ševrović, Marko ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2013.
Croatian Computer Vision Workshop

Multiclass Road Sign Detection using Multiplicative Kernel

Zadrija, Valentina ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2013.
Croatian Computer Vision Workshop

Classifying Traffic Scenes Using The GIST Image Descriptor

Sikirić, Ivan ; Brkić, Karla ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2013.
Croatian Computer Vision Workshop

Sliding Window Object Detection without Spatial Clustering of Raw Detection Responses

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

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

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

Towards Space-Time Semantics in Two Frames

Brkić, Karla ; Pinz, Axel ; Kalafatić, Zoran ; Šegvić, Siniša
Znanstveni i pregledni radovi, 2012.

Recent advances in traffic sign detection

Šegvić, Siniša
Druga sudjelovanja na skupovima, 2011.
Seminar instituta ICG tehničkog sveučilišta u Grazu

Using GPS positioning to recover a comprehensive road appearance mosaic

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

Preliminary experiments in multi-view video stitching

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

Histogram-Based Description of Local Space-Time Appearance

Brkić, Karla ; Pinz, Axel ; Šegvić, Siniša ; Kalafatić, Zoran
Znanstveni i pregledni radovi, 2011.

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

Diosi, Albert ; Šegvić, Siniša ; Remazeilles, Anthony ; Chaumette, François
Znanstveni i pregledni radovi, 2011.

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

Bonači, Igor ; Kusalić, Ivan, Kovaček, Ivan ; Kalafatić, Zoran ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2011.
The Computer Vision Winter Workshop

A computer vision assisted geoinformation inventory for traffic infrastructure

Šegvić, Siniša ; Brkić, Karla ; Kalafatić, Zoran ; Stanisavljević, Vladimir ; Ševrović, Marko ; Budimir, Damir ; Dadić, Ivan
Znanstveni radovi u zbornicima skupova, 2010.
International Conference on Intelligent Transportation Systems

Generative modeling of spatio-temporal traffic sign trajectories

Brkić, Karla ; Šegvić, Siniša ; Kalafatić, Zoran ; Sikirić, Ivan ; Pinz, Axel
Znanstveni radovi u zbornicima skupova, 2010.
Workshop on Use of Context in Video Processing, in conjuction with CVPR 2010

Recovering a comprehensive road appearance mosaic from video

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

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
Znanstveni radovi u zbornicima skupova, 2009.
32nd International Convention on Information and Communication Technology, Electronics and Microelectronics – MIPRO 2009

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

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

A mapping and localization framework for scalable appearance-based navigation

Šegvić, Siniša ; Remazeilles, Anthony ; Diosi, Albert ; Chaumette, François
Znanstveni i pregledni radovi, 2009.

Online/Realtime Structure and Motion for General Camera Models

Schweighofer, Gerald ; Šegvić, Siniša ; Pinz, Axel
Znanstveni radovi u zbornicima skupova, 2008.
Workshop on Applications of Computer Vision

Experimental evaluation of an urban visual path following framework

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

Outdoor Visual Path Following Experiments

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

A Framework for Scalable Vision-Only Navigation

Šegvić, Siniša ; Remazeilles, Anthony ; Diosi, Albert ; Chaumette, François
Znanstveni radovi u zbornicima skupova, 2007.
Advanced Concepts for Intelligent Vision Systems

Large scale vision based navigation without an accurate global reconstruction

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

Influence of the numerical conditioning to the accuracy of relative orientation

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

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

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

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

Šegvić, Siniša ; Remazeilles, Anthony ; Chaumette, François
Znanstveni i pregledni radovi, 2006.

A Multimodal Image Registration Technique for Structured Polygonal Scenes

Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2005.
Fourth International Symposium on Image and Signal Processing and Analysis

Real-time Active Visual Tracking System

Ribarić, Slobodan ; Adrinek, Goran ; Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2004.
IEEE Mediterranean Electrotechnical Conference (12 ; 2004

Multi-agent Object Tracking by Active Vision

Šegvić, Siniša
Doktorske disertacije, 2004.

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

Šegvić, Siniša ; Ribarić, Slobodan
Znanstveni i pregledni radovi, 2003.

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

Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 2002.
11th IEEE Mediterranean Electrotechnical Conference MELECON 2002

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

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

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

Šegvić, Siniša ; Ribarić, Slobodan
Znanstveni i pregledni radovi, 2001.

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

Šegvić, Siniša ; Stanisavljević, Vladimir ; Kalafatić, Zoran
Znanstveni radovi u zbornicima skupova, 2000.
22nd Conference on Information Technology Interfaces ITI 2000

Locally adaptive thresholding of the sequence of image frames

Ribarić, Slobodan ; Šegvić, Siniša ; Špišić, Vladimir
Znanstveni radovi u zbornicima skupova, 2000.
Mediterranean Electrotechnical Conference (10 ; 2000)

Using Projective Geometry and Active Vision for Scene Interpretation

Šegvić, Siniša
Magistarski radovi, 2000.

Self-localisation procedure for autonomous navigation through corridors

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

Using vanishing points for purposive adjustment of viewing direction

Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 1999.
IEEE International Symposium on Industrial Electronics

Real Time Segmentation by Using Locally Adaptive Dynamic thresholding

Ribarić, Slobodan ; Šegvić, Siniša ; Špišić, Vladimir
Znanstveni i pregledni radovi, 1999.

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

Šegvić, Siniša
Znanstveni radovi u zbornicima skupova, 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.