Concepedia

Daniel Ponsa

DP

20

Publications

1.6K

Citations

16

H-Index

2003

Active since

Affiliations

Universitat Autònoma de Barcelona(Current)

Computer Vision Center

Volkswagen Group (United States)

Daniel Ponsa is an author at Universitat Autònoma de Barcelona specializing in machine vision, computer vision, and engineering.

Top concepts

EngineeringMachine VisionImage AnalysisComputer VisionPattern RecognitionComputer ScienceObject DetectionMachine LearningDeep LearningEye Tracking

Publications per year

2003–2022

20

Publications

20

Learning local feature descriptors with triplets and shallow convolutional neural networks

Vassileios Balntas, Edgar Riba, Daniel Ponsa et al. · 2016 · 543 citations

Image Classification, Image Analysis, Machine Vision +12

Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters

Axel Barroso Laguna, Edgar Riba, Daniel Ponsa et al. · 2019 · 255 citations

Keypoint Detection, Convolutional Neural Network, Machine Vision +14

Virtual and Real World Adaptation for Pedestrian Detection

David Vázquez, Antonio M. López, Javier Marín et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 189 citations

Engineering, Machine Learning, Pedestrian Detection +16

2D–3D-based on-board pedestrian detection system

David Gerónimo, Ángel D. Sappa, Daniel Ponsa et al. · Computer Vision and Image Understanding · 2010 · 73 citations

Machine Vision, Image Analysis, Engineering +6

Adaptive Image Sampling and Windows Classification for On-board Pedestrian Detection

David Gerónimo, Ángel D. Sappa, Antonio M. López et al. · PUB – Publications at Bielefeld University (Bielefeld University) · 2019 · 72 citations · Full text

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