Josef Kittler

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University of Surrey

Director/ Head of the Centre for Vision, Speech and Signal Processing (CVSSP) at University of Surrey, Research Assistant in the Engineering Department of Cambridge University (1973--75), SERC Research Fellow at the University of Southampton (1975-77), Royal Society European Research Fellow, Ecole Nationale Superieure des Telecommuninations, Paris (1977--78), IBM Research Fellow, Balliol College, Oxford (1978--80), Principal Research Associate, SERC Rutherford Appleton Laboratory (1980--84) and Principal Scientific Officer, SERC Rutherford Appleton Laboratory (1985), SERC Coordinator for Pattern Analysis (1982), and was Rutherford Research Fellow in Oxford University, Dept. Engineering Science (1985), Department of Electrical Engineering of Surrey University in 1986 as a Reader in Information Technology, and became Professor of Machine Intelligence in 1991 and gained the title Distinguished Professor in 2004.

Featured Co-authors

Rui Wang
160 publications
Hui Li
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Deva Ramanan
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Xiao-Jun Wu
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Jun Yu
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Jürgen Schmidhuber
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Tae-Kyun Kim
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Stan Z. Li
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Timothy Hospedales
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Yongxin Yang
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Guodong Guo
25 publications

Separable Batch Normalization for Robust Facial Landmark Localization with Cross-protocol Network Training

A big, diverse and balanced training data is the key to the success of d...
01/17/2021 ∙ by Shuangping Jin, et al. ∙ 0 ∙ share

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A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation

The most existing studies in the facial age estimation assume training a...
10/20/2020 ∙ by Ali Akbari, et al. ∙ 0 ∙ share

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Self-grouping Convolutional Neural Networks

Although group convolution operators are increasingly used in deep convo...
09/29/2020 ∙ by Qingbei Guo, et al. ∙ 0 ∙ share

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Adaptive Online Multi-modal Hashing via Hadamard Matrix

Hashing plays an important role in information retrieval, due to its low...
09/25/2020 ∙ by Jun Yu, et al. ∙ 0 ∙ share

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ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles

Deep neural networks have enhanced the performance of decision making sy...
09/07/2020 ∙ by Sara Atito Ali Ahmed, et al. ∙ 5 ∙ share

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Affine Non-negative Collaborative Representation Based Pattern Classification

During the past decade, representation-based classification methods have...
07/10/2020 ∙ by He-Feng Yin, et al. ∙ 0 ∙ share

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AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking

Siamese approaches have achieved promising performance in visual object ...
05/27/2020 ∙ by Tianyang Xu, et al. ∙ 0 ∙ share

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Adaptive Distraction Context Aware Tracking Based on Correlation Filter

The Discriminative Correlation Filter (CF) uses a circulant convolution ...
12/24/2019 ∙ by Fei Feng, et al. ∙ 8 ∙ share

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Face Recognition via Locality Constrained Low Rank Representation and Dictionary Learning

Face recognition has been widely studied due to its importance in smart ...
12/06/2019 ∙ by He-Feng Yin, et al. ∙ 0 ∙ share

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An Accelerated Correlation Filter Tracker

Recent visual object tracking methods have witnessed a continuous improv...
12/05/2019 ∙ by Tianyang Xu, et al. ∙ 0 ∙ share

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Learning a Representation with the Block-Diagonal Structure for Pattern Classification

Sparse-representation-based classification (SRC) has been widely studied...
11/23/2019 ∙ by He-Feng Yin, et al. ∙ 0 ∙ share

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Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning

To learn disentangled representations of facial images, we present a Dua...
09/19/2019 ∙ by Cong Hu, et al. ∙ 10 ∙ share

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More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework based Kernel Matrix Representation

We consider a family of structural descriptors for visual data, namely c...
09/16/2019 ∙ by Kai-Xuan Chen, et al. ∙ 0 ∙ share

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Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning

The importance of wild video based image set recognition is becoming mon...
08/06/2019 ∙ by Rui Wang, et al. ∙ 2 ∙ share

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Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking

We propose a new Group Feature Selection method for Discriminative Corre...
07/30/2019 ∙ by Tianyang Xu, et al. ∙ 4 ∙ share

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Multi-Task Kernel Null-Space for One-Class Classification

The one-class kernel spectral regression (OC-KSR), the regression-based ...
05/22/2019 ∙ by Shervin Rahimzadeh Arashloo, et al. ∙ 0 ∙ share

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Transition Subspace Learning based Least Squares Regression for Image Classification

Only learning one projection matrix from original samples to the corresp...
05/14/2019 ∙ by Zhe Chen, et al. ∙ 0 ∙ share

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Non-negative representation based discriminative dictionary learning for face recognition

In this paper, we propose a non-negative representation based discrimina...
03/19/2019 ∙ by Zhe Chen, et al. ∙ 0 ∙ share

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Fisher Discriminative Least Square Regression with Self-Adaptive Weighting for Face Recognition

As a supervised classification method, least square regression (LSR) has...
03/19/2019 ∙ by Zhe Chen, et al. ∙ 0 ∙ share

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Low-Rank Discriminative Least Squares Regression for Image Classification

Latest least squares regression (LSR) methods mainly try to learn slack ...
03/19/2019 ∙ by Zhe Chen, et al. ∙ 0 ∙ share

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Visual Semantic Information Pursuit: A Survey

Visual semantic information comprises two important parts: the meaning o...
03/13/2019 ∙ by Daqi Liu, et al. ∙ 36 ∙ share

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Robust One-Class Kernel Spectral Regression

The kernel null-space technique and its regression-based formulation (ca...
02/06/2019 ∙ by Shervin Rahimzadeh Arashloo, et al. ∙ 0 ∙ share

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Discriminative Supervised Hashing for Cross-Modal Retrieval

With the advantage of low storage cost and high retrieval efficiency, ha...
12/06/2018 ∙ by Jun Yu, et al. ∙ 0 ∙ share

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Discriminative Supervised Hashing for Cross-Modal similarity Search

With the advantage of low storage cost and high retrieval efficiency, ha...
12/06/2018 ∙ by Jun Yu, et al. ∙ 0 ∙ share

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Pose Invariant 3D Face Reconstruction

3D face reconstruction is an important task in the field of computer vis...
11/13/2018 ∙ by Lei Jiang, et al. ∙ 16 ∙ share

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Landmark Weighting for 3DMM Shape Fitting

Human face is a 3D object with shape and surface texture. 3D Morphable M...
08/16/2018 ∙ by Yu Yanga, et al. ∙ 0 ∙ share

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Learning Discriminative Hashing Codes for Cross-Modal Retrieval based on Multiorder Statistical Features

Hashing techniques have been applied broadly in large-scale retrieval ta...
08/13/2018 ∙ by Jun Yu, et al. ∙ 0 ∙ share

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Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking

With efficient appearance learning models, Discriminative Correlation Fi...
07/30/2018 ∙ by Tianyang Xu, et al. ∙ 0 ∙ share

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Client-Specific Anomaly Detection for Face Presentation Attack Detection

The one-class anomaly detection approach has previously been found to be...
07/02/2018 ∙ by Shervin Rahimzadeh Arashloo, et al. ∙ 0 ∙ share

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Grassmannian Discriminant Maps (GDM) for Manifold Dimensionality Reduction with Application to Image Set Classification

In image set classification, a considerable progress has been made by re...
06/28/2018 ∙ by Rui Wang, et al. ∙ 0 ∙ share

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Semi-supervised Hashing for Semi-Paired Cross-View Retrieval

Recently, hashing techniques have gained importance in large-scale retri...
06/19/2018 ∙ by Jun Yu, et al. ∙ 0 ∙ share

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Riemannian kernel based Nyström method for approximate infinite-dimensional covariance descriptors with application to image set classification

In the domain of pattern recognition, using the CovDs (Covariance Descri...
06/16/2018 ∙ by Kai-Xuan Chen, et al. ∙ 0 ∙ share

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Multiple Manifolds Metric Learning with Application to Image Set Classification

In image set classification, a considerable advance has been made by mod...
05/30/2018 ∙ by Rui Wang, et al. ∙ 0 ∙ share

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A Simple Riemannian Manifold Network for Image Set Classification

In the domain of image-set based classification, a considerable advance ...
05/27/2018 ∙ by Rui Wang, et al. ∙ 0 ∙ share

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L1-(2D)2PCANet: A Deep Learning Network for Face Recognition

In this paper, we propose a novel deep learning network L1-(2D)2PCANet f...
05/26/2018 ∙ by YunKun Li, et al. ∙ 0 ∙ share

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Infrared and Visible Image Fusion using a Deep Learning Framework

In recent years, deep learning has become a very active research tool wh...
04/19/2018 ∙ by Hui Li, et al. ∙ 0 ∙ share

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Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model

We propose a novel end-to-end semi-supervised adversarial framework to g...
04/10/2018 ∙ by Baris Gecer, et al. ∙ 0 ∙ share

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Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild

This paper investigates the evaluation of dense 3D face reconstruction f...
03/14/2018 ∙ by Zhen-Hua Feng, et al. ∙ 0 ∙ share

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Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks

We present a new loss function, namely Wing loss, for robust facial land...
11/17/2017 ∙ by Zhen-Hua Feng, et al. ∙ 0 ∙ share

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Person Re-Identification with Vision and Language

In this paper we propose a new approach to person re-identification usin...
10/03/2017 ∙ by Fei Yan, et al. ∙ 0 ∙ share

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3D Morphable Models as Spatial Transformer Networks

In this paper, we show how a 3D Morphable Model (i.e. a statistical mode...
08/23/2017 ∙ by Anil Bas, et al. ∙ 0 ∙ share

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Unconstrained Face Detection and Open-Set Face Recognition Challenge

Face detection and recognition benchmarks have shifted toward more diffi...
08/08/2017 ∙ by Manuel Günther, et al. ∙ 0 ∙ share

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Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild

We present a framework for robust face detection and landmark localisati...
05/05/2017 ∙ by Zhen-Hua Feng, et al. ∙ 0 ∙ share

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A Unified Tensor-based Active Appearance Face Model

Appearance variations result in many difficulties in face image analysis...
12/30/2016 ∙ by Zhen-Hua Feng, et al. ∙ 0 ∙ share

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Dynamic Attention-controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-set Sample Weighting

We present a new Cascaded Shape Regression (CSR) architecture, namely Dy...
11/16/2016 ∙ by Zhen-Hua Feng, et al. ∙ 0 ∙ share

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Dictionary Integration using 3D Morphable Face Models for Pose-invariant Collaborative-representation-based Classification

The paper presents a dictionary integration algorithm using 3D morphable...
11/01/2016 ∙ by Xiaoning Song, et al. ∙ 0 ∙ share

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3D Face Tracking and Texture Fusion in the Wild

We present a fully automatic approach to real-time 3D face reconstructio...
05/22/2016 ∙ by Patrik Huber, et al. ∙ 0 ∙ share

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Delta divergence: A novel decision cognizant measure of classifier incongruence

Disagreement between two classifiers regarding the class membership of a...
04/15/2016 ∙ by Josef Kittler, et al. ∙ 0 ∙ share

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When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition

Deep learning, in particular Convolutional Neural Network (CNN), has ach...
04/09/2015 ∙ by Guosheng Hu, et al. ∙ 0 ∙ share

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Fitting 3D Morphable Models using Local Features

In this paper, we propose a novel fitting method that uses local image f...
03/08/2015 ∙ by Patrik Huber, et al. ∙ 0 ∙ share

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