Publications

For an up-to-date list, please check Google Scholar

2017

Pose Guided RGBD Feature Learning for 3D Object Pose Estimation

V. Balntas, A. Doumanoglou, C. Sahin, J. Sock, R. Kouskouridas, T.K. Kim. ICCV 2017
PDF Bibtex

@inproceedings{posefeatures2017iccv,
  title={Pose Guided RGBD Feature Learning for 3D Object Pose Estimation},
  author={V. Balntas and A. Doumanoglou and  C. Sahin and J. Sock  and R. Kouskouridas and T.K. Kim},
  booktitle={International Conference on Computer Vision (ICCV)},
  year={2017}
}

HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors

V. Balntas^†, K. Lenc^†, A. Vedaldi, K. Mikolajczyk. CVPR 2017 ^† authors contributed equally
PDF Code Dataset Project page Bibtex

@inproceedings{hpatches2017cvpr,
  title={HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors},
  author={V. Balntas and K. Lenc and A. Vedaldi and K. Mikolajczyk},
  booktitle={Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2017}
}

Binary Online Learned Descriptors

V. Balntas, L. Tang, K. Mikolajczyk. IEEE TPAMI 2017
PDF Code Bibtex

@{bold2017pami,
    title={Binary Online Learned Descriptors},
    author={V. Balntas and L. Tang and K. Mikolajczyk},
    journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
    year={2017}
}

2016

Learning local feature descriptors with triplets and shallow convolutional neural networks

V. Balntas, E. Riba, D. Ponsa, K. Mikolajczyk. BMVC 2016
PDF Code Bibtex

@inproceedings{tfeat2016bmvc,
  title={Learning local feature descriptors with triplets and shallow convolutional neural networks},
  author={V. Balntas and E. Riba and D. Ponsa and  K. Mikolajczyk},
  booktitle={British Machine Vision Conference (BMVC)},
  year={2016}
}

2015

BOLD: Binary Online Learnt Descriptor For Efficient Image Matching

V. Balntas, L. Tang, K. Mikolajczyk. CVPR 2015
PDF Code Bibtex

@inproceedings{bold2015cvpr,
  title={BOLD: Binary Online Learnt Descriptor For Efficient Image Matching},
  author={V. Balntas and L. Tang and K. Mikolajczyk},
  booktitle={Proceedings of the IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)},
  year={2015}
}

2014

Improving Object Tracking with Voting from False Positive Detections

V. Balntas, L. Tang, K. Mikolajczyk. ICPR 2014
PDF Bibtex

@inproceedings{falsepositivestracking2014icpr,
  title={Improving Object Tracking with Voting from False Positive Detections},
  author={V. Balntas and L. Tang and K. Mikolajczyk},
  booktitle={IEEE International Conference on Pattern Recognition (ICPR)},
  year={2014}
}