Richard I. Hartley

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 51

Top Venues

CoRR

CVPR

IEEE Trans. Pattern Anal. Mach. Intell.

Int. J. Comput. Vis.

Publications

Zhen Qin, Xuyang Shen, Dong Li, Weigao Sun, Stan Birchfield, Richard I. Hartley, Yiran Zhong
Unlocking the Secrets of Linear Complexity Sequence Model from A Unified Perspective. CoRR (2024)
Jordan Vice, Naveed Akhtar, Richard I. Hartley, Ajmal Mian
BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Jordan Vice, Naveed Akhtar, Richard I. Hartley, Ajmal Mian
Severity Controlled Text-to-Image Generative Model Bias Manipulation. CoRR (2024)
Zeyu Zhang, Akide Liu, Qi Chen, Feng Chen, Ian Reid, Richard I. Hartley, Bohan Zhuang, Hao Tang
InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation. CoRR (2024)
Zhaoyuan Yang, Zhiwei Xu, Jing Zhang, Richard I. Hartley, Peter H. Tu
Adversarial Purification with the Manifold Hypothesis. AAAI (2024)
Zhaoyuan Yang, Zhengyang Yu, Zhiwei Xu, Jaskirat Singh, Jing Zhang, Dylan Campbell, Peter H. Tu, Richard I. Hartley
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models. CoRR (2023)
Jordan Vice, Naveed Akhtar, Richard I. Hartley, Ajmal Mian
Quantifying Bias in Text-to-Image Generative Models. CoRR (2023)
Peter H. Tu, Zhaoyuan Yang, Richard I. Hartley, Zhiwei Xu, Jing Zhang, Dylan Campbell, Jaskirat Singh, Tianyu Wang
Probabilistic and Semantic Descriptions of Image Manifolds and Their Applications. CoRR (2023)
Peter H. Tu, Zhaoyuan Yang, Richard I. Hartley, Zhiwei Xu, Jing Zhang, Yiwei Fu, Dylan Campbell, Jaskirat Singh, Tianyu Wang
Probabilistic and semantic descriptions of image manifolds and their applications. Frontiers Comput. Sci. 5 (2023)
Zhaoyuan Yang, Zhiwei Xu, Jing Zhang, Richard I. Hartley, Peter H. Tu
Adaptive Test-Time Defense with the Manifold Hypothesis. CoRR (2022)
Wei Mao, Miaomiao Liu, Richard I. Hartley, Mathieu Salzmann
Contact-aware Human Motion Forecasting. NeurIPS (2022)
Martin Trimmel, Mihai Zanfir, Richard I. Hartley, Cristian Sminchisescu
ERA: Enhanced Rational Activations. ECCV (20) (2022)
Wei Mao, Miaomiao Liu, Richard I. Hartley, Mathieu Salzmann
Contact-aware Human Motion Forecasting. CoRR (2022)
Stephen Gould, Richard I. Hartley, Dylan Campbell
Deep Declarative Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
Yao Ni, Piotr Koniusz, Richard I. Hartley, Richard Nock
Manifold Learning Benefits GANs. CVPR (2022)
Amirreza Shaban, Amir Rahimi, Thalaiyasingam Ajanthan, Byron Boots, Richard I. Hartley
Few-shot Weakly-Supervised Object Detection via Directional Statistics. CoRR (2021)
Zhiwei Xu, Thalaiyasingam Ajanthan, Vibhav Vineet, Richard I. Hartley
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs. CoRR (2021)
Shihao Jiang, Dylan Campbell, Yao Lu, Hongdong Li, Richard I. Hartley
Learning to Estimate Hidden Motions with Global Motion Aggregation. ICCV (2021)
Yao Ni, Piotr Koniusz, Richard I. Hartley, Richard Nock
Manifold Learning Benefits GANs. CoRR (2021)
Shihao Jiang, Dylan Campbell, Yao Lu, Hongdong Li, Richard I. Hartley
Learning to Estimate Hidden Motions with Global Motion Aggregation. CoRR (2021)
Ziang Cheng, Hongdong Li, Richard I. Hartley, Yinqiang Zheng, Imari Sato
One Ring to Rule Them All: a simple solution to multi-view 3D-Reconstruction of shapes with unknown BRDF via a small Recurrent ResNet. CoRR (2021)
Zhiwei Xu, Thalaiyasingam Ajanthan, Vibhav Vineet, Richard I. Hartley
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs. 3DV (2020)
Zhiwei Xu, Thalaiyasingam Ajanthan, Vibhav Vineet, Richard I. Hartley
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs. CoRR (2020)
Amir Rahimi, Amirreza Shaban, Thalaiyasingam Ajanthan, Richard I. Hartley, Byron Boots
Pairwise Similarity Knowledge Transfer for Weakly Supervised Object Localization. ECCV (24) (2020)
Zhiwei Xu, Thalaiyasingam Ajanthan, Richard I. Hartley
Fast and Differentiable Message Passing on Pairwise Markov Random Fields. ACCV (3) (2020)
Zhiwei Xu, Thalaiyasingam Ajanthan, Richard I. Hartley
Deep Learning Superpixel Semantic Segmentation with Transparent Initialization and Sparse Encoder. CoRR (2020)
Jing Zhang, Yuchao Dai, Xin Yu, Mehrtash Harandi, Nick Barnes, Richard I. Hartley
Uncertainty-Aware Deep Calibrated Salient Object Detection. CoRR (2020)
Muhammad Faisal, Ijaz Akhter, Mohsen Ali, Richard I. Hartley
EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency. WACV (2020)
Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard I. Hartley, Piotr Koniusz
Identity-preserving Face Recovery from Stylized Portraits. CoRR (2019)
Liyuan Pan, Richard I. Hartley, Miaomiao Liu, Yuchao Dai
Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring. CVPR (2019)
Soumava Kumar Roy, Mehrtash Harandi, Richard Nock, Richard I. Hartley
Siamese Networks: The Tale of Two Manifolds. ICCV (2019)
Amirreza Shaban, Amir Rahimi, Stephen Gould, Byron Boots, Richard I. Hartley
Learning to Find Common Objects Across Image Collections. CoRR (2019)
Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard I. Hartley, Piotr Koniusz
Recovering Faces from Portraits with Auxiliary Facial Attributes. CoRR (2019)
Yuge Shi, Basura Fernando, Richard I. Hartley
Action Anticipation with RBF Kernelized Feature Mapping RNN. CoRR (2019)
Liyuan Pan, Richard I. Hartley, Cedric Scheerlinck, Miaomiao Liu, Xin Yu, Yuchao Dai
Bringing Blurry Alive at High Frame-Rate with an Event Camera. CoRR (2019)
Muhammad Faisal, Ijaz Akhter, Mohsen Ali, Richard I. Hartley
Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency. CoRR (2019)
Tong Zhang, Pan Ji, Mehrtash Harandi, Richard I. Hartley, Ian D. Reid
Scalable Deep k-Subspace Clustering. CoRR (2018)
Yao Lu, Mehrtash Harandi, Richard I. Hartley, Razvan Pascanu
Block Mean Approximation for Efficient Second Order Optimization. CoRR (2018)
Tong Zhang, Pan Ji, Mehrtash Harandi, Richard I. Hartley, Ian D. Reid
Scalable Deep k-Subspace Clustering. ACCV (5) (2018)
Richard I. Hartley, Thalaiyasingam Ajanthan
Generalized Range Moves. CoRR (2018)
Jing Zhang, Tong Zhang, Yuchao Dai, Mehrtash Harandi, Richard I. Hartley
Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective. CVPR (2018)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley
Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods. IEEE Trans. Pattern Anal. Mach. Intell. 40 (1) (2018)
Jing Zhang, Tong Zhang, Yuchao Dai, Mehrtash Harandi, Richard I. Hartley
Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective. CoRR (2018)
Thalaiyasingam Ajanthan, Puneet Kumar Dokania, Richard I. Hartley, Philip H. S. Torr
Proximal Mean-field for Neural Network Quantization. CoRR (2018)
Måns Larsson, Fredrik Kahl, Shuai Zheng, Anurag Arnab, Philip H. S. Torr, Richard I. Hartley
Learning Arbitrary Potentials in CRFs with Gradient Descent. CoRR (2017)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley
Joint Dimensionality Reduction and Metric Learning: A Geometric Take. ICML (2017)
Ami Drory, Gao Zhu, Hongdong Li, Richard I. Hartley
Automated detection and tracking of slalom paddlers from broadcast image sequences using cascade classifiers and discriminative correlation filters. Comput. Vis. Image Underst. 159 (2017)
Thalaiyasingam Ajanthan, Richard I. Hartley, Mathieu Salzmann
Memory Efficient Max Flow for Multi-label Submodular MRFs. CoRR (2017)
Thalaiyasingam Ajanthan, Richard I. Hartley, Mathieu Salzmann
Memory Efficient Max Flow for Multi-label Submodular MRFs. CVPR (2016)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley
Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods. CoRR (2016)
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Brian C. Lovell, Conrad Sanderson
Sparse Coding on Symmetric Positive Definite Manifolds Using Bregman Divergences. IEEE Trans. Neural Networks Learn. Syst. 27 (6) (2016)
Khurrum Aftab, Richard I. Hartley, Jochen Trumpf
Generalized Weiszfeld Algorithms for Lq Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 37 (4) (2015)
Thalaiyasingam Ajanthan, Richard I. Hartley, Mathieu Salzmann, Hongdong Li
Iteratively reweighted graph cut for multi-label MRFs with non-convex priors. CVPR (2015)
Seyed Hamid Rezatofighi, Stephen Gould, Ba-Tuong Vo, Ba-Ngu Vo, Katarina Mele, Richard I. Hartley
Multi-Target Tracking with Time-Varying Clutter Rate and Detection Profile: Application to Time-lapse Cell Microscopy Sequences. CoRR (2015)
Khurrum Aftab, Richard I. Hartley
LQ-bundle adjustment. ICIP (2015)
Khurrum Aftab, Richard I. Hartley, Jochen Trumpf
-Closest-Point to Affine Subspaces Using the Generalized Weiszfeld Algorithm. Int. J. Comput. Vis. 114 (1) (2015)
Seyed Hamid Rezatofighi, Stephen Gould, Ba-Tuong Vo, Ba-Ngu Vo, Katarina Mele, Richard I. Hartley
Multi-Target Tracking With Time-Varying Clutter Rate and Detection Profile: Application to Time-Lapse Cell Microscopy Sequences. IEEE Trans. Medical Imaging 34 (6) (2015)
Miaomiao Liu, Richard I. Hartley, Mathieu Salzmann
Mirror Surface Reconstruction from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 37 (4) (2015)
Behrooz Nasihatkon, Richard I. Hartley, Jochen Trumpf
A Generalized Projective Reconstruction Theorem and Depth Constraints for Projective Factorization. Int. J. Comput. Vis. 115 (2) (2015)
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Chunhua Shen, Brian C. Lovell, Conrad Sanderson
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds. Int. J. Comput. Vis. 114 (2-3) (2015)
Khurrum Aftab, Richard I. Hartley
Convergence of Iteratively Re-weighted Least Squares to Robust M-Estimators. WACV (2015)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels. IEEE Trans. Pattern Anal. Mach. Intell. 37 (12) (2015)
Abed Malti, Adrien Bartoli, Richard I. Hartley
A linear least-squares solution to elastic Shape-from-Template. CVPR (2015)
Jean-Charles Bazin, Yongduek Seo, Richard I. Hartley, Marc Pollefeys
Globally Optimal Inlier Set Maximization with Unknown Rotation and Focal Length. ECCV (2) (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley
From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for SPD Matrices. CoRR (2014)
Behrooz Nasihatkon, Richard I. Hartley, Jochen Trumpf
On Projective Reconstruction in Arbitrary Dimensions. CVPR (2014)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices. CoRR (2014)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Optimizing Over Radial Kernels on Compact Manifolds. CoRR (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Sadeep Jayasumana, Richard I. Hartley, Hongdong Li
Expanding the Family of Grassmannian Kernels: An Embedding Perspective. CoRR (2014)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels. CoRR (2014)
Thalaiyasingam Ajanthan, Richard I. Hartley, Mathieu Salzmann, Hongdong Li
Iteratively Reweighted Graph Cut for Multi-label MRFs with Non-convex Priors. CoRR (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Sadeep Jayasumana, Richard I. Hartley, Hongdong Li
Expanding the Family of Grassmannian Kernels: An Embedding Perspective. ECCV (7) (2014)
Florent Brunet, Adrien Bartoli, Richard I. Hartley
Monocular template-based 3D surface reconstruction: Convex inextensible and nonconvex isometric methods. Comput. Vis. Image Underst. 125 (2014)
Srimal Jayawardena, Stephen Gould, Hongdong Li, Marcus Hutter, Richard I. Hartley
Reliable Point Correspondences in Scenes Dominated by Highly Reflective and Largely Homogeneous Surfaces. ACCV Workshops (1) (2014)
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Chunhua Shen, Brian C. Lovell, Conrad Sanderson
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds. CoRR (2014)
Richard I. Hartley
Keynote lecture 2: "Riemannian manifolds, kernels and learning". AVSS (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley
From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for SPD Matrices. ECCV (2) (2014)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Optimizing over Radial Kernels on Compact Manifolds. CVPR (2014)
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Brian C. Lovell, Conrad Sanderson
Sparse Coding on Symmetric Positive Definite Manifolds using Bregman Divergences. CoRR (2014)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices. CVPR (2013)
Richard I. Hartley, Fredrik Kahl, Carl Olsson, Yongduek Seo
Verifying Global Minima for L 2 Minimization Problems in Multiple View Geometry. Int. J. Comput. Vis. 101 (2) (2013)
Seyed Hamid Rezatofighi, Stephen Gould, Ba-Ngu Vo, Katarina Mele, William E. Hughes, Richard I. Hartley
A Multiple Model Probability Hypothesis Density Tracker for Time-Lapse Cell Microscopy Sequences. IPMI (2013)
Miaomiao Liu, Richard I. Hartley, Mathieu Salzmann
Mirror Surface Reconstruction from a Single Image. CVPR (2013)
Ajmal S. Mian, Yiqun Hu, Richard I. Hartley, Robyn A. Owens
Image Set Based Face Recognition Using Self-Regularized Non-Negative Coding and Adaptive Distance Metric Learning. IEEE Trans. Image Process. 22 (12) (2013)
Khurrum Aftab, Richard I. Hartley
Lq Averaging for Symmetric Positive-Definite Matrices. DICTA (2013)
Richard I. Hartley, Jochen Trumpf, Yuchao Dai, Hongdong Li
Rotation Averaging. Int. J. Comput. Vis. 103 (3) (2013)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard I. Hartley, Brian C. Lovell
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach CoRR (2013)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Combining Multiple Manifold-Valued Descriptors for Improved Object Recognition. DICTA (2013)
Abed Malti, Richard I. Hartley, Adrien Bartoli, Jae-Hak Kim
Monocular Template-Based 3D Reconstruction of Extensible Surfaces with Local Linear Elasticity. CVPR (2013)
Seyed Hamid Rezatofighi, William T. E. Pitkeathly, Stephen Gould, Richard I. Hartley, Katarina Mele, William E. Hughes, James G. Burchfield
A framework for generating realistic synthetic sequences of total internal reflection fluorescence microscopy images. ISBI (2013)
Seyed Hamid Rezatofighi, Stephen Gould, Richard I. Hartley, Katarina Mele, William E. Hughes
Application of the IMM-JPDA Filter to Multiple Target Tracking in Total Internal Reflection Fluorescence Microscopy Images. MICCAI (1) (2012)
Richard I. Hartley, Hongdong Li
An Efficient Hidden Variable Approach to Minimal-Case Camera Motion Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 34 (12) (2012)
Seyed Hamid Rezatofighi, Richard I. Hartley, William E. Hughes
A new approach for spot detection in total internal reflection fluorescence microscopy. ISBI (2012)
Jae-Hak Kim, Adrien Bartoli, Toby Collins, Richard I. Hartley
Tracking by Detection for Interactive Image Augmentation in Laparoscopy. WBIR (2012)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard I. Hartley, Brian C. Lovell
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach. ECCV (2) (2012)
Behrooz Nasihatkon, Richard I. Hartley
Move-Based Algorithms for the Optimization of an Isotropic Gradient MRF Model. DICTA (2012)
Yuhang Zhang, Richard I. Hartley, John Mashford, Lei Wang, Stewart Burn
Pipeline Reconstruction from Fisheye Images. J. WSCG 19 (2) (2011)
Behrooz Nasihatkon, Richard I. Hartley
Graph connectivity in sparse subspace clustering. CVPR (2011)
Richard I. Hartley, Khurrum Aftab, Jochen Trumpf
L1 rotation averaging using the Weiszfeld algorithm. CVPR (2011)
Ramtin Shams, Florian Luna, Richard I. Hartley
An algorithm for efficient computation of spatial impulse response on the GPU with application in ultrasound simulation. ISBI (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Richard I. Hartley