Daniel Ponsa

Orcid: 0000-0002-7330-6524

Affiliations:
  • Autonomous University of Barcelona, Spain


According to our database1, Daniel Ponsa authored at least 35 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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PhD thesis 
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Links

Online presence:

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Bibliography

2024
SWViT-RRDB: Shifted Window Vision Transformer Integrating Residual in Residual Dense Block for Remote Sensing Super-Resolution.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
Unveiling the Influence of Image Super-Resolution on Aerial Scene Classification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022
3DRRDB: Super Resolution of Multiple Remote Sensing Images using 3D Residual in Residual Dense Blocks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2020
A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch.
CoRR, 2020

Kornia: an Open Source Differentiable Computer Vision Library for PyTorch.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2019
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2016
Learning local feature descriptors with triplets and shallow convolutional neural networks.
Proceedings of the British Machine Vision Conference 2016, 2016

2014
Learning a Part-Based Pedestrian Detector in a Virtual World.
IEEE Trans. Intell. Transp. Syst., 2014

Virtual and Real World Adaptationfor Pedestrian Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

2013
Interactive Training of Human Detectors.
Proceedings of the Multimodal Interaction in Image and Video Applications, 2013

Learning a multiview part-based model in virtual world for pedestrian detection.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

VSLAM pose initialization via Lie groups and Lie algebras optimization.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Adapting a Pedestrian Detector by Boosting LDA Exemplar Classifiers.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Weakly Supervised Automatic Annotation of Pedestrian Bounding Boxes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Fast and Robust $ell_1$-averaging-based Pose Estimation for Driving Scenarios.
Proceedings of the British Machine Vision Conference, 2013

2012
Multiple-Target Tracking for Intelligent Headlights Control.
IEEE Trans. Intell. Transp. Syst., 2012

Monocular Depth-based Background Estimation.
Proceedings of the VISAPP 2012, 2012

Pedestrian candidates generation using monocular cues.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Monocular Egomotion Estimation based on Image Matching.
Proceedings of the ICPRAM 2012, 2012

Unsupervised domain adaptation of virtual and real worlds for pedestrian detection.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Video Alignment for Change Detection.
IEEE Trans. Image Process., 2011

Virtual worlds and active learning for human detection.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

2010
2D-3D-based on-board pedestrian detection system.
Comput. Vis. Image Underst., 2010

Vehicle geolocalization based on video synchronization.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Camera egomotion estimation in the ADAS context.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

2009
Variance reduction techniques in particle-based visual contour tracking.
Pattern Recognit., 2009

Automatic ground-truthing using video registration for on-board detection algorithms.
Proceedings of the International Conference on Image Processing, 2009

2008
An Efficient Approach to Onboard Stereo Vision System Pose Estimation.
IEEE Trans. Intell. Transp. Syst., 2008

2007
Vehicle Trajectory Estimation Based on Monocular Vision.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Feature Selection Based on a New Formulation of the Minimal-Redundancy-Maximal-Relevance Criterion.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Haar Wavelets and Edge Orientation Histograms for On-Board Pedestrian Detection.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Cascade of Classifiers for Vehicle Detection.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2003
Multiple Model Approach to Deformable Shape Tracking.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2002
Unsupervised Parameterisation of Gaussian Mixture Models.
Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

A Novel Approach to Generate Multiple Shape Models for Tracking Applications.
Proceedings of the Articulated Motion and Deformable Objects Second International Workshop, 2002


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