Spatial statistics of visual keypoints for texture recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Robustly registering range images using local distribution of albedo
Computer Vision and Image Understanding
Personalized 3D-aided 2D facial landmark localization
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Combining stereo and time-of-flight images with application to automatic plant phenotyping
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Towards reliable matching of images containing repetitive patterns
Pattern Recognition Letters
Image-Based grasping point detection using boosted histograms of oriented gradients
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
High-level synthesis: productivity, performance, and software constraints
Journal of Electrical and Computer Engineering - Special issue on ESL Design Methodology
Novel-View Synthesis of Outdoor Sport Events Using an Adaptive View-Dependent Geometry
Computer Graphics Forum
Pedicle detection in planar radiographs based on image descriptors
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Duplication forgery detection using improved DAISY descriptor
Expert Systems with Applications: An International Journal
Speed-up multi-stage non-cooperative iris recognition
International Journal of Biometrics
3D reconstruction of dynamic scenes with multiple handheld cameras
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Comparative evaluation of binary features
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Scale robust multi view stereo
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Spatiotemporal descriptor for wide-baseline stereo reconstruction of non-rigid and ambiguous scenes
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Local log-euclidean covariance matrix (L2ECM) for image representation and its applications
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Jet-Based local image descriptors
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Image and Vision Computing
SCoBeP: Dense image registration using sparse coding and belief propagation
Journal of Visual Communication and Image Representation
Computer Vision and Image Understanding
What genes tell about iris appearance
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
Efficient and scalable 4th-order match propagation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Piecewise planar scene reconstruction and optimization for multi-view stereo
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Hand vein recognition based on oriented gradient maps and local feature matching
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Covariance descriptor multiple object tracking and re-identification with colorspace evaluation
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Global matching to enhance the strength of local intensity order pattern feature descriptor
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
Large-scale Structure-from-Motion Reconstruction with small memory consumption
Proceedings of International Conference on Advances in Mobile Computing & Multimedia
Improving three-dimensional point reconstruction from image correspondences using surface curvatures
Machine Vision and Applications
Reading the legends of Roman Republican coins
Journal on Computing and Cultural Heritage (JOCCH)
A new descriptor resistant to affine transformation and monotonic intensity change
Computer Vision and Image Understanding
ReigSAC: fast discrimination of spurious keypoint correspondences on planar surfaces
Machine Vision and Applications
A finger-knuckle-print recognition algorithm using phase-based local block matching
Information Sciences: an International Journal
SHREC'13 track: retrieval on textured 3D models
3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval
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In this paper, we introduce a local image descriptor, DAISY, which is very efficient to compute densely. We also present an EM-based algorithm to compute dense depth and occlusion maps from wide-baseline image pairs using this descriptor. This yields much better results in wide-baseline situations than the pixel and correlation-based algorithms that are commonly used in narrow-baseline stereo. Also, using a descriptor makes our algorithm robust against many photometric and geometric transformations. Our descriptor is inspired from earlier ones such as SIFT and GLOH but can be computed much faster for our purposes. Unlike SURF, which can also be computed efficiently at every pixel, it does not introduce artifacts that degrade the matching performance when used densely. It is important to note that our approach is the first algorithm that attempts to estimate dense depth maps from wide-baseline image pairs, and we show that it is a good one at that with many experiments for depth estimation accuracy, occlusion detection, and comparing it against other descriptors on laser-scanned ground truth scenes. We also tested our approach on a variety of indoor and outdoor scenes with different photometric and geometric transformations and our experiments support our claim to being robust against these.