(my PhD advisor, INRIA/LORIA) -
(University of Bath) -
(TU Munich) -
(TU Munich) -
(Industrial Perception) -
(Institut de Robòtica i Informàtica Industrial) -
(TU Munich) -
(Izmir Institute of Technology) -
(NICTA, Canberra Research Laboratory) -
(University of Nancy/LORIA) -
(ETH Zurich) -
(aurvis r&d) -
Learning to Extract Image Feature with Regression
(Binary) Local Descriptors
on BinBoost, another binary descriptor, more compact,
more powerful (that's the last one, I promise).
on [L]BGM, a learned local descriptor.
on D-Brief, a learning-based fast binary local
descriptor. D-Brief is shorter than BRIEF (only 32 bits!),
is more discriminant, and requires the same computation
code for D-Brief.
on BRIEF, a fast real-time binary local descriptor
that started it all;
Source code for BRIEF;
Nearest-Neighbor Search in Binary Space
Learning Separable Filters
on learning separable filters for super-fast convolution.
Learning Image Features for Linear Structure Segmentation
where we learn discriminative image features for
segmenting linear structure in medical images. These
features appear to perform significantly better than the
unsupervised features learned for the MICCAI'12 paper.
paper, where we learn image features using sparsity
constraints, for segmenting linear structure in medical
Are Sparse Representations really Relevant for Classification?
CVPR'11 paper, in which we evaluate
the influence of sparsity constraints on recognition performances.
Real-Time Object Detection
Cell Detection and Tracking
Daisy and Dense Wide Baseline Reconstruction
Real-Time Patch Rectification
Closed-Form PnP and Closed-Form "Deformable PnP"
Real-Time Keypoint Recognition
3D Tracking using Specular Reflections
CVPR'08 paper, where we show that, exploited correctly, the specularities
can significantly improve the estimation of the 3D pose where the texture fails;
Template-Based 3D Tracking
ESM-Blur: ISMAR'09 paper on tracking and rendering under motion blur;
CVPR'07 paper on location selection for fast template-based tracking.
Deformable Surfaces Registration
CVPR'09 paper on closed-form registration of
deformable and extensible 3D surfaces;
ECCV'08 paper on closed-form registration of deformable 3D surfaces;
CVPR'07 paper on deformable surface ambiguities;
IJCV'07 paper on deformable surface fast detection and augmentation;
3D Tracking using Feature Points
Handling Occlusions in Augmented Reality
Other Stuff on Augmented Reality
2D Tracking of Fast Motion
on robust data association (golf club tracking, tennis ball tracking);
General Chair for ISMAR'11.
Area Chair for
Program Chair for ISMAR'10.
Associate Editor for
NORDIA'08, workshop at CVPR'08, and
DEFORM'06, workshop at BMVC'06.
Program committee member at ECCV'06, CVPR'06, ISMAR'06, VR'07,
CVPR'07, ACCV'07, ICCV'07, ECCV'08, ICPR'08, BMVC'08,
ISMAR'08, NIPS'08, CVPR'09, ICCV'09, BMVC'09, ACCV'09,
NIPS'09, CVPR'10, BMVC'10, RSS'10, NIPS'10, BMVC'11, ICCV'11,
CVPR'12, CVPR'13, ICCV'13, NIPS'13, CVPR'14.
Regular reviewer for PAMI, IJCV, CVIU, IP, PR, T-RO.
Involved in the STAR (completed), VIBES (completed), DYVINE (completed),
PHAROS (completed) European projects.