Jakub Sochor

Publications

ŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman, DOBEŠ Petr, BARTL Vojtěch, and HEROUT Adam.
Learning Feature Aggregation in Temporal Domain for Re-Identification.
Computer Vision and Image Understanding.
Joint first author, top journal in Computer Vision.
JURÁNEK Roman, ŠPAŇHEL Jakub, SOCHOR Jakub, HEROUT Adam, and NOVÁK Jan.
Visual Analysis of Vehicle Trajectories for Determining Cross-Sectional Load Density.
Transactions on Transport Sciences.

SOCHOR Jakub, ŠPAŇHEL Jakub, and HEROUT Adam.
BoxCars: Improving Fine-Grained Recognition of Vehicles using 3-D Bounding Boxes in Traffic Surveillance.
IEEE Transactions on Intelligent Transportation Systems.
Top journal in Intelligent Transportation Systems.
SOCHOR Jakub, JURÁNEK Roman, ŠPAŇHEL Jakub, MARŠÍK Lukáš, ŠIROKÝ Adam, HEROUT Adam, and ZEMČÍK Pavel.
Comprehensive Data Set for Automatic Single Camera Visual Speed Measurement.
IEEE Transactions on Intelligent Transportation Systems.
Top journal in Intelligent Transportation Systems.
ŠPAŇHEL Jakub, SOCHOR Jakub, and MAKAROV Aleksej.
Detection of Traffic Violations of Road Users Based on Convolutional Neural Networks.
14th Symposium on Neural Networks and Applications (NEUREL).
ŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman, and HEROUT Adam.
Geometric Alignment by Deep Learning for Recognition of Challenging License Plates.
21st International Conference on Intelligent Transportation Systems (ITSC).
Top conference in Intelligent Transportation Systems.
SOCHOR Jakub, ŠPAŇHEL Jakub, JURÁNEK Roman, DOBEŠ Petr, and HEROUT Adam.
Graph@FIT Submission to the NVIDIA AI City Challenge 2018.
NVIDIA AI City Challenge 2018 (CVPRW).
ŠPAŇHEL Jakub, SOCHOR Jakub, and MAKAROV Aleksej.
Vehicle Fine-grained Recognition Based on Convolutional Neural Networks for Real-world Application.
14th Symposium on Neural Networks and Applications (NEUREL).

SOCHOR Jakub, ŠPAŇHEL Jakub, and HEROUT Adam.
BoxCars: 3D Boxes for Improved Fine-Grained Vehicle Recognition.
The Fourth Workshop on Fine-Grained Visual Categorization (CVPRW).
ŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman, HEROUT Adam, MARŠÍK Lukáš, and ZEMČÍK Pavel.
Holistic Recognition of Low Quality License Plates by CNN using Track Annotated Data.
International Workshop on Traffic and Street Surveillance for Safety and Security (AVSS).
SOCHOR Jakub, JURÁNEK Roman, and HEROUT Adam.
Traffic Surveillance Camera Calibration by 3D Model Bounding Box Alignment for Accurate Vehicle Speed Measurement.
Computer Vision and Image Understanding.
Top journal in Computer Vision.

SOCHOR Jakub, HEROUT Adam, and HAVEL Jiří.
BoxCars: 3D Boxes as CNN Input for Improved Fine-Grained Vehicle Recognition.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Top conference in Computer Vision.

SZENTANDRÁSI István, ZACHARIÁŠ Michal, KAJAN Rudolf, TINKA Jan, DUBSKÁ Markéta, SOCHOR Jakub, and HEROUT Adam.
INCAST: Interactive Camera Streams for Surveillance Cams AR.
14th IEEE International Symposium on Mixed and Augmented Reality.
Top conference in Augmented Reality.
SOCHOR Jakub, and HEROUT Adam.
Unsupervised Processing of Vehicle Appearance for Automatic Understanding in Traffic Surveillance.
Digital Image Computing: Techniques and Applications (DICTA).

DUBSKÁ Markéta, SOCHOR Jakub, and HEROUT Adam.
Automatic Camera Calibration for Traffic Understanding.
British Machine Vision Conference (BMVC).
DUBSKÁ Markéta, HEROUT Adam, JURÁNEK Roman, and SOCHOR Jakub.
Fully Automatic Roadside Camera Calibration for Traffic Surveillance.
IEEE Transactions on Intelligent Transportation Systems.
Top journal in Intelligent Transportation Systems.