Pregled po CROSBI profilu: Siniša Šegvić (CROSBI Profil: 27590, MBZ: 213302)
Pronađeno 100 radova
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1.Revisiting Consistency for Semi-Supervised Semantic Segmentation // Sensors, 23 (2023), 2; 1-26 doi:10.3390/s23020940 (međunarodna recenzija, članak, znanstveni)
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2.Dense Semantic Forecasting with Multi-Level Feature Warping // Applied sciences (Basel), 13 (2022), 1; 1-14 doi:10.3390/app13010400 (međunarodna recenzija, članak, znanstveni)
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3.Automatic universal taxonomies for multi-domain semantic segmentation // Proceedings of the 33rd British Machine Vision Conference
London : Delhi: BMVA Press, 2022. str. 1-10 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
4.Združeno prognoziranje značajki i njihova pomaka za predviđanje semantičke budućnosti u videu, 2022., doktorska disertacija, Zagreb
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5.Applications of generative approaches for artificial intelligence // AI2Future 2022
Zagreb, Hrvatska, 2022. (pozvano predavanje, pp prezentacija, stručni) -
6.DenseHybrid: Hybrid Anomaly Detection for Dense Open-Set Recognition // ECCV 2022 - 17th European Conference on Computer Vision, Tel Aviv, Israel, October 23-27, 2022, Proceedings
Tel Aviv, Izrael: Springer, 2022. str. 500-517 doi:10.1007/978-3-031-19806-9_29 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
7.Dense open-set recognition based on training with noisy negative images // Image and Vision Computing, 124 (2022), 104490, 19 doi:10.1016/j.imavis.2022.104490 (međunarodna recenzija, članak, znanstveni)
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8.The chirality of the mitotic spindle provides a mechanical response to forces and depends on microtubule motors and augmin // Current Biology, 32 (2022), 11; 2480-2493e6 doi:10.1016/j.cub.2022.04.035 (međunarodna recenzija, članak, znanstveni)
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9.Multi-domain semantic segmentation with overlapping labels // Proceeedings of IEEE/CVF Winter Conference on Applications of Computer Vision / Bowyer, Kevin ; Medioni, Gérard ; Scheirer, Walter (ur.).
Waikoloa (HI): Institute of Electrical and Electronics Engineers (IEEE), 2022. str. 2422-2431 doi:10.1109/wacv51458.2022.00248 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
10.Centar izvrsnosti za računalni vid // Godišnjak 2021. Akademije tehničkih znanosti Hrvatske / Andročec, Vladimir ; Mrša, Vladimir ; Rogale, Dubravko (ur.).
Zagreb: Akademija tehničkih znanosti Hrvatske (HATZ), 2021. str. 182-200 -
11.Elements of Learning Algorithms for Natural Scene Understanding // Proceedings of the Croatian Computer Vision Workshop (CCVW)
Zagreb, Hrvatska, 2021. str. 1-1 (pozvano predavanje, sažetak, znanstveni) -
12.Densely connected normalizing flows // Advances in Neural Information Processing Systems / Ranzato, Marc'Aurelio ; Beygelzimer, Alina ; Nguyen, K. ; Liang, Percy S. ; Wortman Vaughan, Jennifer ; Dauphin, Yann (ur.).
online: NeurIPS, 2021. str. 1-15 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
13.Dense Semantic Forecasting in Video by Joint Regression of Features and Feature Motion // IEEE Transactions on Neural Networks and Learning Systems, Early access (2021), 1-13 doi:10.1109/tnnls.2021.3136624 (međunarodna recenzija, članak, znanstveni)
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14.Učinkovita semantička segmentacija slike piramidnom fuzijom, 2021., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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15.A baseline for semi-supervised learning of efficient semantic segmentation models // Proceedings of MVA 2021 - 17th International Conference on Machine Vision Applications
Okazaki, Japan, 2021. str. 1-5 doi:10.23919/mva51890.2021.9511402 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
16.Konvolucijska arhitektura za učinkovitu semantičku segmentaciju velikih slika, 2021., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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17.Dense open-set recognition with synthetic outliers generated by Real NVP // Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
online, 2021. str. 133-143 doi:10.5220/0010260701330143 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
18.Efficient semantic segmentation with pyramidal fusion // Pattern recognition, 110 (2021), 107611, 13 doi:10.1016/j.patcog.2020.107611 (međunarodna recenzija, članak, znanstveni)
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19.Detekcija izvandistribucijskih dijelova slike primjenom generativnih modela, 2020., diplomski rad, diplomski, Zagreb
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20.Multimodal semantic forecasting based on conditional generation of future features // Pattern Recognition 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 – October 1, 2020, Proceedings / Akata, Zeynep ; Geiger, Andreas ; Sattler, Torsten (ur.).
Tübingen, Njemačka: Springer, 2020. str. 1-14 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
21.Multi-Task Learning for iRAP Attribute Classification and Road Safety Assessment // Proceedings of the 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC 2020) / Lu, Meng ; Wang, Yibing ; Barth, Matthew (ur.).
Piscataway (NJ): Institute of Electrical and Electronics Engineers (IEEE), 2020. 9294305, 6 doi:10.1109/ITSC45102.2020.9294305 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.Multi-domain semantic segmentation with pyramidal fusion, 2020. (rukopis).
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23.Perceptual Autoencoder for Compressive Sensing Image Reconstruction // Informatica, 1 (2020), 1; 1-18 doi:10.15388/20-infor421 (međunarodna recenzija, članak, znanstveni)
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24.Warp to the Future: Joint Forecasting of Features and Feature Motion // 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Seattle (WA), Sjedinjene Američke Države: Institute of Electrical and Electronics Engineers (IEEE), 2020. str. 1-10 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
25.Efficient Ladder-Style DenseNets for Semantic Segmentation of Large Images // Ieee transactions on intelligent transportation systems, 22 (2020), 8; 4951-4961 doi:10.1109/tits.2020.2984894 (međunarodna recenzija, članak, znanstveni)
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26.Traffic Scene Classification on a Representation Budget // Ieee transactions on intelligent transportation systems, 21 (2020), 1; 336-345 doi:10.1109/TITS.2019.2891995 (međunarodna recenzija, članak, znanstveni)
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27.Convolutional models for image understanding // Game of Flavours - CMS Heavy flavour tagging workshop 2019
Dubrovnik, Hrvatska, 2019. (pozvano predavanje, pp prezentacija, znanstveni) -
28.Lightweight convolutional models for real-time dense prediction and forecasting // AI2Future 2019
Zagreb, Hrvatska, 2019. (pozvano predavanje, pp prezentacija, stručni) -
29.Improving fleet management systems by computer vision, 2019., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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30.Single Level Feature-to-Feature Forecasting with Deformable Convolutions // Lecture Notes on Computer Science, vol 11824 / Fink, Gernot A. ; Frintrop, Simone ; Jiang, Xiaoyi (ur.).
Dortmund: Springer, 2019. str. 189-202 doi:10.1007/978-3-030-33676-9_13 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
31.In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving Images // 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Long Beach (CA), Sjedinjene Američke Države: Institute of Electrical and Electronics Engineers (IEEE), 2019. str. 12607-12616 doi:10.1109/cvpr.2019.01289 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
32.Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain Shift // Lecture Notes on Computer Science, vol. 11824 / Fink, Gernot A. ; Frintrop, Simone ; Jiang, Xiaoyi (ur.).
Dortmund: Springer, 2019. str. 33-47 doi:10.1007/978-3-030-33676-9_3 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
33.Pedestrian Tracking by Probabilistic Data Association and Correspondence Embeddings // International Conference on Information Fusion (FUSION)
Ottawa, Kanada, 2019. str. 1-6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
34.Natural image understanding: principles, challenges and research outlook // AI2Future 2018
Zagreb, Hrvatska, 2018. (pozvano predavanje, pp prezentacija, stručni) -
35.Sparse weakly supervised models for object localization in road environment // Computer vision and image understanding, 176–177 (2018), 9-21 doi:10.1016/j.cviu.2018.10.004 (međunarodna recenzija, članak, znanstveni)
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36.Convolutional Models for Segmentation and Localization // Engineering Power, 13 (2018), 2; 8-12 (podatak o recenziji nije dostupan, pregledni rad, stručni)
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37.Lokalizacija objekata odozdo prema gore primjenom Fisherovih vektora, 2017., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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38.Ladder-style DenseNets for Semantic Segmentation of Large Natural Images // Proceedings of the IEEE International Conference on Computer Vision Workshop / Ikeuchi, Katsushi ; Medioni, Gérard ; Pelillo, Marcello (ur.).
Venecija: IEEE Press, 2017. str. 1-8 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
39.Weakly-Supervised Semantic Segmentation by Redistributing Region Scores Back to the Pixels // Pattern Recognition. 38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings. Lecture Notes in Computer Science, Vol. 9796. / Rosenhahn, Bodo, Andres, Bjoern (ur.).
Hannover: Springer, 2016. str. 377-388 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
40.Convolutional Scale Invariance for Semantic Segmentation // Pattern Recognition. 38th German Conference, GCPR 2016, Hannover, Germany, September 12-15, 2016, Proceedings. Lecture Notes in Computer Science, Vol. 9796. / Rosenhahn, Bodo, Andres, Bjoern (ur.).
Hannover: Springer, 2016. str. 64-75 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
41.Python za znatiželjne. Zagreb: Element, 2016 (prirucnik)
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42.Patch-level Spatial Layout for Classification and Weakly Supervised Localization // Pattern Recognition ; 37th German Conference, GCPR 2015 Aachen, Germany, October 7–10, 2015 Proceedings. Lecture Notes in Computer Science vol. 9358, ISSN 0302-974. / Gall, Juergen ; Gehler, Peter ; Leibe, Bastian (ur.).
Cham: Springer, 2016. str. 492-503 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
43.Fast Approximate GMM Soft-Assign for Fine-Grained Image Classification with Large Fisher Vectors // Pattern Recognition ; 37th German Conference, GCPR 2015 Aachen, Germany, October 7–10, 2015 Proceedings. Lecture Notes in Computer Science vol. 9358, ISSN 0302-974. / Gall, Juergen ; Gehler, Peter ; Leibe, Bastian (ur.).
Cham: Springer, 2015. str. 470-480 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
44.Robust Traffic Scene Recognition with a Limited Descriptor Length // CVPR 2015 Workshop on Visual Place Recognition in Changing Environments / Suenderhauf, N. (ur.).
Boston (MA), Sjedinjene Američke Države, 2015. str. 1-9 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
45.Weakly Supervised Object Localization, Fisher Vectors, Sparse Classification Models. // Proceedings of the 10th International Conference on Computer Vision Theory and Applications / Jose Braz, Sebastiano Battiato and Francisco Imai (ur.).
Berlin: SCITEPRESS Digital Library, 2015. str. 1-10 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
46.Weakly Supervised Object Localization with Large Fisher Vectors // Proceedings of the 10th International Conference on Computer Vision Theory and Applications / Jose Braz, Sebastiano Battiato and Francisco Imai (ur.).
Berlin: Jose Braz, Sebastiano Battiato and Francisco Imai, 2015. str. 1-10 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
47.Improving the Egomotion Estimation by Correcting the Calibration Bias // Proceedings of the 10th International Conference on Computer Vision Theory and Applications / Jose Braz, Sebastiano Battiato and Francisco Imai (ur.).
Berlin: SCITEPRESS Digital Library, 2015. str. 1-10 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
48.Detekcija prisutnosti vozila ugrađenim računalom, 2014., diplomski rad, diplomski, Fakultet elektrotehnike i računarstva, Zagreb
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49.Convolutional Neural Networks for Croatian Traffic Signs Recognition // Proceedings of the Croatian Computer Vision Workshop CCVW 2014 / Lončarić, Sven ; Subašić, Marko (ur.).
Zagreb: Sveučilište u Zagrebu, 2014. str. 15-20 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
50.Experimental Evaluation of Vehicle Detection Based on Background Modelling in Daytime and Night-Time Video // CCVW 2014 Proceedings of the Croatian Computer Vision Workshop / Lončarić, Sven ; Subašić, Marko (ur.).
Zagreb: Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu, 2014. str. 3-8 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
