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WLD: A Robust Local Image Descriptor
  • J. Chen, S. Shan, +4 authors W. Gao
  • Computer Science, Medicine
  • IEEE Transactions on Pattern Analysis and Machine…
  • 1 September 2010
TLDR
Inspired by Weber's Law, this paper proposes a simple, yet very powerful and robust local descriptor, called the Weber Local Descriptor (WLD). Expand
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Local Gabor binary pattern histogram sequence (LGBPHS): a novel non-statistical model for face representation and recognition
TLDR
This paper proposes a novel non-statistics based face representation approach, local Gabor binary pattern histogram sequence (LGBPHS), in which training procedure is unnecessary to construct the face model, so that the generalizability problem is naturally avoided. Expand
  • 1,027
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The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations
  • W. Gao, B. Cao, +4 authors D. Zhao
  • Computer Science
  • IEEE Transactions on Systems, Man, and…
  • 2008
TLDR
In this paper, we describe the acquisition and contents of a large-scale Chinese face database: the CAS-PEAL face database. Expand
  • 821
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Manifold-Manifold Distance with application to face recognition based on image set
TLDR
In this paper, we address the problem of classifying image sets, each of which contains images belonging to the same class but covering large variations in, for instance, viewpoint and illumination. Expand
  • 405
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Multi-View Discriminant Analysis
TLDR
We propose a Multi-view Discriminant Analysis (MvDA) approach, which seeks for a single discriminant common space for multiple views in a non-pairwise manner by jointly learning multiple view-specific linear transforms. Expand
  • 417
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Deep Supervised Hashing for Fast Image Retrieval
TLDR
This paper proposes a novel Deep Supervised Hashing (DSH) method to learn compact similarity-preserving binary code for the huge body of image data. Expand
  • 304
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Coarse-to-Fine Auto-Encoder Networks (CFAN) for Real-Time Face Alignment
TLDR
In this paper, instead of a straightforward application of deep network, we propose a Coarse-to-Fine Auto-encoder Networks (CFAN) approach, which cascades a few successive Stacked Auto- Encoder Networks and performs in real-time(40+fps excluding face detection). Expand
  • 442
  • 65
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Deep Supervised Hashing for Fast Image Retrieval
TLDR
In this paper, we present a new hashing method to learn compact binary codes for highly efficient image retrieval on large-scale datasets. Expand
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Histogram of Gabor Phase Patterns (HGPP): A Novel Object Representation Approach for Face Recognition
TLDR
A novel object descriptor, histogram of Gabor phase pattern (HGPP), is proposed for robust face recognition. Expand
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AttGAN: Facial Attribute Editing by Only Changing What You Want
TLDR
Facial attribute editing aims to manipulate single or multiple attributes on a given face image, i.e., to change what you want. Expand
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