Semantic analysis of natural images at the pixel level
Publications
Conferences
Matej Grcic, Josip Saric, Sinisa Segvic:
On Advantages of Mask-level Recognition for Outlier-aware Segmentation.
CVPR Workshops 2023: 2937-2947.
(cvf).
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold:
Normalizing Flow based Feature Synthesis
for Outlier-Aware Object Detection.
CVPR 2023: 5156-5165.
(cvf).
Petra Bevandic, Sinisa Segvic.
Automatic universal taxonomies for multi-domain semantic segmentation.
BMVC 2022: 63.
(bmvc).
Matej Grcic, Petra Bevandic, Sinisa Segvic:
DenseHybrid: Hybrid Anomaly Detection for Dense Open-Set Recognition.
ECCV (25) 2022: 500-517.
(ecva).
Petra Bevandić, Marin Oršić, Ivan Grubišić, Josip Šarić, Siniša Šegvić.
Multi-domain semantic segmentation with overlapping labels.
WACV 2022.
(cvf).
Ivan Grubisic, Marin Orsic, Sinisa Segvic.
A baseline for semi-supervised learning of efficient semantic segmentation models.
MVA 2021.
(pdf)
Matej Grcić, Ivan Grubišić, Siniša Šegvić.
Densely connected normalizing flows.
NeurIPS 2021.
(neurips,
arxiv)
Journals
Petra Bevandic, Ivan Kreso, Marin Orsic, Sinisa Segvic:
Dense open-set recognition based on training with noisy negative images.
Image Vis. Comput. 124: 104490 (2022)
(ScienceDirect,
arxiv).
Josip Saric, Marin Orsic, Sinisa Segvic:
Panoptic SwiftNet: Pyramidal Fusion for Real-Time Panoptic Segmentation.
Remote. Sens. 15(8): 1968 (2023)
(doi).
Ivan Grubisic, Marin Orsic, Sinisa Segvic:
Revisiting Consistency for Semi-Supervised Semantic Segmentation.
Sensors 23(2): 940 (2023)
(doi).
Iva Sović, Josip Šarić, Siniša Šegvić.
Dense Semantic Forecasting with Multi-Level Feature Warping.
Appl. Sci. 2023, 13(1), 400.
(doi).
Josip Šarić, Sacha Vražić, Siniša Šegvić.
Dense Semantic Forecasting in Video by Joint Regression of Features and Feature Motion.
IEEE TNNLS 2021.
(ieee,
arxiv).
Ivan Krešo, Josip Krapac, Siniša Šegvić.
Efficient Ladder-Style DenseNets for Semantic Segmentation of Large Images.
IEEE Trans. Intell. Transp. Syst. 22(8): 4951-4961, 2021
(ieee)
Theses
Petra Bevandić:
Open-set segmentation of images by means of negative examples
(pdf).
UniZg-FER 2023.
Josip Šarić:
Združeno prognoziranje značajki i njihova pomaka za predviđanje semantičke budućnosti u videu
(pdf).
UniZg-FER 2022.