Rui Caseiro

Institute of Systems and Robotics - University of Coimbra
ruicaseiro@isr.uc.pt


Main Research Interest

Interplay between Differential Geometry and Computer Vision / Pattern Recognition / Machine Learning

Others Research Interests

Visual Tracking ; Active Appearance Models ; Geometric Computer Vision

Current Research Project

DG2CVPR - Differential Geometry for Computer Vision and Pattern Recognition (FCT - PTDC/EEA-CRO/122812/2010)

Members : Jorge Batista (ISR), Rui Caseiro (ISR), Joao Barreto (ISR), Fatima Leite (Mathematics), Luis Machado (Mathematics), Knut Huppper (Mathematics)

Publications

The top 3 computer vision conferences (ICCV, ECCV, CVPR) are highly competitive (Research Labs : e.g. Adobe, Google, Microsoft, Siemens, MERL, INRIA) with low acceptance rates.
The importance and visibility of those conferences is comparable to top journals in computer vision/science.


2012

Rui Caseiro, Jorge Batista, "Learning Cast Shadows From A Multi-Spectral Light Sources Physical Model",
Journal - IEEE Transactions On Image Processing (TIP), 2012 (Under Review)

Rui Caseiro, Jorge Batista, "Clustering on Riemannian Manifolds",
Journal - IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2012 (Under Review)

Rui Caseiro, Jorge Batista, "Classification on Riemannian Manifolds",
Journal - IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2012 (Under Review)

Pedro Martins, Rui Caseiro, Jorge Batista, "2.5D Active Appearance Models",
Journal - Computer Vision and Image Understanding (CVIU - Elsevier), 2011 (Under Review)

Rui Caseiro, Jorge Batista, "Under Double Blind Review",
NIPS - Neural Information Processing Systems, 2012 (Under Double Blind Review)

Rui Caseiro, Jorge Batista, "Under Double Blind Review",
NIPS - Neural Information Processing Systems, 2012 (Under Double Blind Review)

Rui Caseiro, Jorge Batista, "Under Double Blind Review",
ACCV- Asian Conference on Computer Vision, 2012 (Under Double Blind Review)

Pedro Martins, Rui Caseiro, Jorge Batista, "Under Double Blind Review",
BMVC - British Machine Vision Conference, 2012 (Under Double Blind Review)

Rui Caseiro, João F. Henriques, Pedro Martins, Jorge Batista, "Under Double Blind Review",
ECCV - European Conference on Computer Vision, 2012 (Under Double Blind Review)

João Carreira, Rui Caseiro, et.al, "Under Double Blind Review",
ECCV - European Conference on Computer Vision, 2012 (Under Double Blind Review)

Pedro Martins, João F. Henriques, Rui Caseiro, Jorge Batista, "Under Double Blind Review",
ECCV - European Conference on Computer Vision, 2012 (Under Double Blind Review)

João F. Henriques, Rui Caseiro, Pedro Martins, Jorge Batista, "Under Double Blind Review",
ECCV - European Conference on Computer Vision, 2012 (Under Double Blind Review)

Rui Caseiro, Pedro Martins, Jorge Batista, "A Novel Kalman Filter on the Tensor Riemannian Manifold",
IROS - International Conference on Intelligent Robots and Systems, 2012 (Under Review)


2011

Rui Caseiro, Pedro Martins, João F. Henriques, Jorge Batista, "A Nonparametric Riemannian Framework on Tensor Field with Application to Foreground Segmentation",
Journal - Pattern Recognition (PR - Elsevier), 2011 (PDF)

Rui Caseiro, João F. Henriques, Pedro Martins, Jorge Batista, "A Nonparametric Riemannian Framework on Tensor Field with Application to Foreground Segmentation",
ICCV - IEEE International Conference on Computer Vision, 2011 (Poster presentation, 20% acceptance rate, PDF)

João F. Henriques, Rui Caseiro, Jorge Batista, "Globally Optimal Solution to Multi-Object Tracking with Merged Measurements",
ICCV - IEEE International Conference on Computer Vision, 2011 (Oral presentation, 3% acceptance rate, PDF)


2010

João Barreto, Luis Perdigoto, Rui Caseiro, Helder Araujo, "Active Stereo Tracking of N <= 3 Targets Using Line Scan Cameras",
Journal - IEEE Transaction on Robotics, 2010 (PDF)

Rui Caseiro, Pedro Martins, Jorge Batista, "Background Modelling on Tensor Field for Foreground Segmentation",
BMVC - British Machine Vision Conference, 2010 (30% acceptance rate, PDF)

Pedro Martins, Rui Caseiro, Jorge Batista, "Face Alignment Through 2.5D Active Appearance Models",
BMVC - British Machine Vision Conference, 2010 (30% acceptance rate, PDF)

Rui Caseiro, João F. Henriques, Jorge Batista, "Using Directional Statistics To Learn Cast Shadows From A Multi-Spectral Light Sources Physical Model",
ICIP - IEEE International Conference on Image Processing, 2010 (PDF)

João F. Henriques, Rui Caseiro, Jorge Batista, "Tracking in Streamed Video by Updating Globally Optimal Matchings",
ICIP - IEEE International Conference on Image Processing, 2010 (PDF)

Rui Caseiro, João F. Henriques, Jorge Batista, "Foreground Segmentation via Background Modeling on Riemannian Manifolds",
ICPR - IEEE International Conference on Pattern Recognition, 2010

João F. Henriques, Rui Caseiro, Jorge Batista, "Dynamic Global Optimization Framework For Real-Time Tracking",
VISAPP - International Conference on Computer Vision Theory and Applications, 2010

Rui Caseiro, Katherine Batista, Jorge Batista, "Learning Moving Cast Shadows for Robust Foreground Detection in Highway Scenarios",
ITSC - IEEE International Conference on Intelligent Transportation Systems, 2010


2009

Luis Perdigoto, João Barreto, Rui Caseiro, Helder Araujo, "Active Stereo Tracking of Multiple Free-Moving Targets",
CVPR - IEEE Conference on Computer Vision and Pattern Recognition, 2009 (Poster presentation, 21% acceptance rate, PDF)