Jean Ponce

University of the Pacific — United States

Computer Science · Physical Sciences

75h-index43.5kcitations346works1.52yr avg
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Research Topics

Advanced Vision and Imaging(103), Advanced Image and Video Retrieval Techniques(75), Robotics and Sensor-Based Localization(52), Image Retrieval and Classification Techniques(40), Image and Object Detection Techniques(37)

Publications346 total

Pairwise Comparisons Are All You Need
arXiv (Cornell University)·2024Open Access
Geodesic turnpikes for robot motion planning
SPIRE - Sciences Po Institutional REpository·2024Open Access
Revisiting Feature Prediction for Learning Visual Representations from Video
arXiv (Cornell University)·2024· 10 citedOpen Access
From statistical learning to deep learning for improved modeling of the nuisance component in high-contrast imaging
SPIRE - Sciences Po Institutional REpository·2024Open Access
Fine Dense Alignment of Image Bursts through Camera Pose and Depth Estimation
arXiv (Cornell University)·2023Open Access
Dense Optical Tracking: Connecting the Dots
arXiv (Cornell University)·2023Open Access
Towards Real-World Focus Stacking with Deep Learning
arXiv (Cornell University)·2023Open Access
deep PACO: combining statistical models with deep learning for exoplanet detection and characterization in direct imaging at high contrast
Monthly Notices of the Royal Astronomical Society·2023· 16 citedOpen Access
WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow Prediction
2023· 4 cited
Revisiting Deformable Convolution for Depth Completion
2023· 8 cited
Combining Multi-Spectral Data With Statistical and Deep-Learning Models for Improved Exoplanet Detection in Direct Imaging at High Contrast
2023· 4 citedOpen Access
Revisiting Deformable Convolution for Depth Completion
arXiv (Cornell University)·2023Open Access
Combining multi-spectral data with statistical and deep-learning models for improved exoplanet detection in direct imaging at high contrast
arXiv (Cornell University)·2023Open Access
An Image Quality Assessment Dataset for Portraits
2023· 15 cited
A minimum swept-volume metric structure for configuration space
2023· 3 citedOpen Access
An Image Quality Assessment Dataset for Portraits
arXiv (Cornell University)·2023Open Access
Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based Approach
arXiv (Cornell University)·2023· 1 citedOpen Access
deep PACO: Combining statistical models with deep learning for exoplanet detection and characterization in direct imaging at high contrast
arXiv (Cornell University)·2023Open Access
WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow Prediction
arXiv (Cornell University)·2022Open Access
Learning Reward Functions for Robotic Manipulation by Observing Humans
arXiv (Cornell University)·2022Open Access
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Frequent Co-authors

Francis Bach(9), Svetlana Lazebnik(8), C. Schmid(8), Julien Mairal(8), Andrew Zisserman(8), Guillermo Sapiro(6), Josef Šivic(5), Cordelia Schmid(5), Minsu Cho(5), Yann LeCun(4), Francis Bach(4), Olivier Duchenne(4), Yasutaka Furukawa(3), Y-Lan Boureau(3), Jian Sun(3), Martial Hebert(3), Ivan Laptev(3), Bumsub Ham(3), David Forsyth(2), Oliver Whyte(2)