Three-dimensional object recognition from single two-dimensional images
Artificial Intelligence
Localizing Overlapping Parts by Searching the Interpretation Tree
IEEE Transactions on Pattern Analysis and Machine Intelligence
Phase-based disparity measurement
CVGIP: Image Understanding
The Design and Use of Steerable Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
Local Grayvalue Invariants for Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Measurement of Image Velocity
Object Recognition Using Multidimensional Receptive Field Histograms
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
Towards a Computational Model for Object Recognition in IT Cortex
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
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CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Object Recognition from Local Scale-Invariant Features
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Journal of Cognitive Neuroscience
Natural basis functions and topographic memory for face recognition
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reconfigurable hardware implementation of a phase-correlation stereoalgorithm
Machine Vision and Applications
Constant tangential angle elected interest points
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Face recognition with local steerable phase feature
Pattern Recognition Letters
Face recognition with local steerable phase feature
Pattern Recognition Letters
A statistical approach to sparse multi-scale phase-based stereo
Pattern Recognition
Image feature evaluation for contents-based image retrieval
VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
Locally Rotation, Contrast, and Scale Invariant Descriptors for Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Corner validation based on extracted corner properties
Computer Vision and Image Understanding
A new framework for feature descriptor based on SIFT
Pattern Recognition Letters
The quantitative characterization of the distinctiveness and robustness of local image descriptors
Image and Vision Computing
The Representation and Matching of Images Using Top Points
Journal of Mathematical Imaging and Vision
IEEE Transactions on Image Processing
A novel color-context descriptor and its applications
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Phase-based feature matching under illumination variances
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Journal of Mathematical Imaging and Vision
A quick scale-invariant interest point detecting approach
Machine Vision and Applications
Flexible spatial models for grouping local image features
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Video-rate stereo depth measurement on programmable hardware
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Multi-scale phase-based local features
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Image Analysis by Conformal Embedding
Journal of Mathematical Imaging and Vision
The 2D analytic signal on RF and B-mode ultrasound images
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
A comparative evaluation of feature detectors on historic repeat photography
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Face recognition based on local steerable feature and random subspace LDA
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Feature detection with an improved anisotropic filter
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
MIFT: A framework for feature descriptors to be mirror reflection invariant
Image and Vision Computing
An improvement to the SIFT descriptor for image representation and matching
Pattern Recognition Letters
Genetic programming as strategy for learning image descriptor operators
Intelligent Data Analysis
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We introduce a new type of local feature based on the phase and amplitude responses of complex-valued steerable filters. The design of this local feature is motivated by a desire to obtain feature vectors which are semi-invariant under common image deformations, yet distinctive enough to provide useful identity information. A recent proposal for such local features involves combining differential invariants to particular image deformations, such as rotation. Our approach differs in that we consider a wider class of image deformations, including the addition of noise, along with both global and local brightness variations. We use steerable filters to make the feature robust to rotation. And we exploit the fact that phase data is often locally stable with respect to scale changes, noise, and common brightness changes. We provide empirical results comparing our local feature with one based on differential invariants. The results show that our phase-based local feature leads to better performance when dealing with common illumination changes and 2-D rotation, while giving comparable effects in terms of scale changes.