Antonio Criminisi
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Computer Science
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Algorithms
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Computer Science
Antonio Criminisi's Degrees
- PhD Computer Vision University of Oxford
- Masters Computer Science University of Oxford
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(Suggest an Edit or Addition)Antonio Criminisi's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS) (2015) (3526)
- Region filling and object removal by exemplar-based image inpainting (2004) (2969)
- TextonBoost: Joint Appearance, Shape and Context Modeling for Multi-class Object Recognition and Segmentation (2006) (1381)
- TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context (2007) (1126)
- Object removal by exemplar-based inpainting (2003) (1077)
- Object categorization by learned universal visual dictionary (2005) (1025)
- Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning (2012) (865)
- Single View Metrology (2000) (823)
- Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images (2013) (634)
- Decision Forests for Computer Vision and Medical Image Analysis (2013) (513)
- Harvesting Image Databases from the Web (2007) (439)
- Deep Neural Decision Forests (2015) (428)
- Efficient regression of general-activity human poses from depth images (2011) (426)
- Unsupervised domain adaptation in brain lesion segmentation with adversarial networks (2016) (397)
- Efficient Human Pose Estimation from Single Depth Images (2013) (392)
- Geodesic star convexity for interactive image segmentation (2010) (390)
- Measuring Neural Net Robustness with Constraints (2016) (349)
- Decision Forests for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning (2011) (330)
- Creating Architectural Models from Images (1999) (328)
- Regression Forests for Efficient Anatomy Detection and Localization in CT Studies (2010) (323)
- Bilayer Segmentation of Live Video (2006) (318)
- Photo clip art (2007) (306)
- GeoS: Geodesic Image Segmentation (2008) (288)
- Decision Forests for Tissue-Specific Segmentation of High-Grade Gliomas in Multi-channel MR (2012) (270)
- Object Class Segmentation using Random Forests (2008) (264)
- A plane measuring device (1999) (255)
- Real-Time Spatiotemporal Stereo Matching Using the Dual-Cross-Bilateral Grid (2010) (249)
- Spatial decision forests for MS lesion segmentation in multi-channel magnetic resonance images (2011) (244)
- Discriminative Object Class Models of Appearance and Shape by Correlatons (2006) (244)
- Regression forests for efficient anatomy detection and localization in computed tomography scans (2013) (240)
- Bi-layer segmentation of binocular stereo video (2005) (234)
- DeepMedic for Brain Tumor Segmentation (2016) (229)
- Segmentation of Brain Tumor Tissues with Convolutional Neural Networks (2014) (223)
- Efficient Human Pose Estimation from Single Depth Images (2013) (218)
- Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups (2016) (202)
- Accurate Visual Metrology from Single and Multiple Uncalibrated Images (2001) (198)
- Geodesic image and video editing (2010) (190)
- Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans (2012) (189)
- Decision Forests with Long-Range Spatial Context for Organ Localization in CT Volumes (2009) (173)
- Extracting layers and analyzing their specular properties using epipolar-plane-image analysis (2005) (164)
- Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse Annotations (2013) (160)
- Entangled Decision Forests and Their Application for Semantic Segmentation of CT Images (2011) (152)
- Leak Analysis in Pipeline Systems by Means of Optimal Valve Regulation (1999) (150)
- Touchless interaction in surgery (2014) (150)
- Tree-based Classifiers for Bilayer Video Segmentation (2007) (145)
- Exploring the potential for touchless interaction in image-guided interventional radiology (2011) (141)
- Training CNNs with Low-Rank Filters for Efficient Image Classification (2015) (136)
- Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution (2017) (129)
- Real-time RGB-D camera relocalization (2013) (128)
- Image-based interactive exploration of real-world environments (2004) (125)
- Decision Jungles: Compact and Rich Models for Classification (2013) (124)
- Gaze manipulation for one-to-one teleconferencing (2003) (123)
- Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images (2010) (120)
- Fast Multiple Organ Detection and Localization in Whole-Body MR Dixon Sequences (2011) (117)
- Efficient Dense Stereo with Occlusions for New View-Synthesis by Four-State Dynamic Programming (2006) (117)
- Evaluation of the apparent losses caused by water meter under-registration in intermittent water supply. (2009) (117)
- Probabilistic Fusion of Stereo with Color and Contrast for Bi-Layer Segmentation (2006) (115)
- Adaptive Neural Trees (2018) (111)
- SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips (2015) (106)
- Modality Propagation: Coherent Synthesis of Subject-Specific Scans with Data-Driven Regularization (2013) (102)
- Real-Time RGB-D Camera Relocalization via Randomized Ferns for Keyframe Encoding (2015) (101)
- Image Quality Transfer via Random Forest Regression: Applications in Diffusion MRI (2014) (101)
- Joint Classification-Regression Forests for Spatially Structured Multi-object Segmentation (2012) (96)
- Context-sensitive Classication Forests for Segmentation of Brain Tumor Tissues (2012) (94)
- Image quality transfer and applications in diffusion MRI (2017) (94)
- Deep learning with mixed supervision for brain tumor segmentation (2018) (93)
- Autofocus Layer for Semantic Segmentation (2018) (92)
- Encoding atlases by randomized classification forests for efficient multi-atlas label propagation (2014) (87)
- New approach to obtain height measurements from video (1999) (85)
- Epitomic Location Recognition (2008) (84)
- Fine-tuned convolutional neural nets for cardiac MRI acquisition plane recognition (2017) (83)
- Neighbourhood approximation using randomized forests (2013) (80)
- Learning to be a depth camera for close-range human capture and interaction (2014) (77)
- Decision Forests, Convolutional Networks and the Models in-Between (2016) (76)
- 3D Convolutional Neural Networks for Tumor Segmentation using Long-range 2D Context (2018) (75)
- GeoF: Geodesic Forests for Learning Coupled Predictors (2013) (74)
- Discriminative, Semantic Segmentation of Brain Tissue in MR Images (2009) (74)
- Combining Generative and Discriminative Models for Semantic Segmentation of CT Scans via Active Learning (2011) (72)
- Single-View Metrology: Algorithms and Applications (2002) (71)
- On the Motion and Appearance of Specularities in Image Sequences (2002) (70)
- Atlas Encoding by Randomized Forests for Efficient Label Propagation (2013) (69)
- Duality, Rigidity and Planar Parallax (1998) (67)
- Semi-Supervised Learning via Compact Latent Space Clustering (2018) (67)
- C-Slate: A Multi-Touch and Object Recognition System for Remote Collaboration using Horizontal Surfaces (2007) (62)
- Single-Histogram Class Models for Image Segmentation (2006) (59)
- Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers (2011) (53)
- Dense stereo using pivoted dynamic programming (2004) (51)
- Filter Forests for Learning Data-Dependent Convolutional Kernels (2014) (47)
- Shape from Texture: Homogeneity Revisited (2000) (45)
- Layered Spatio-temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data (2011) (45)
- Object Class Recognition at a Glance (2006) (43)
- WESD--Weighted Spectral Distance for Measuring Shape Dissimilarity (2012) (43)
- Machine learning for medical images analysis (2016) (40)
- Laplacian Forests: Semantic Image Segmentation by Guided Bagging (2014) (40)
- Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery (2014) (39)
- High-quality Image-based Interactive Exploration of Real-World Environments 1 (2003) (38)
- Voice or Gesture in the Operating Room (2015) (36)
- Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos (2014) (36)
- Quantifying Registration Uncertainty With Sparse Bayesian Modelling (2017) (33)
- Context-Sensitive Decision Forests for Object Detection (2012) (31)
- Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement (2019) (29)
- Incorporating On-demand Stereo for Real Time Recognition (2007) (28)
- Refining Architectures of Deep Convolutional Neural Networks (2016) (27)
- Bringing Pictorial Space to Life: computer techniques for the analysis of paintings (2002) (27)
- Did the great masters use optical projections while painting? Perspective comparison of paintings and photographs of Renaissance chandeliers (2004) (26)
- Reflections of Reality in Jan van Eyck and Robert Campin (2004) (25)
- Bayesian Image Quality Transfer (2016) (24)
- A methodology to determine optimal transmissivity measurement locations in groundwater quality management models with scarce field information (1997) (22)
- Entanglement and Differentiable Information Gain Maximization (2013) (22)
- Usability and Acceptability of ASSESS MS: Assessment of Motor Dysfunction in Multiple Sclerosis Using Depth-Sensing Computer Vision (2015) (21)
- Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation (2015) (20)
- Lifted Auto-Context Forests for Brain Tumour Segmentation (2016) (19)
- Improving Indoor Mobility of the Visually Impaired with Depth-Based Spatial Sound (2015) (19)
- Neighbourhood Approximation Forests (2012) (19)
- Anatomy Detection and Localization in 3D Medical Images (2013) (18)
- Immediate Structured Visual Search for Medical Images (2011) (18)
- Robust linear registration of CT images using random regression forests (2011) (18)
- Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features (2018) (18)
- Predicting Personal Traits from Facial Images Using Convolutional Neural Networks Augmented with Facial Landmark Information (2016) (17)
- Assessing Multiple Sclerosis With Kinect: Designing Computer Vision Systems for Real-World Use (2016) (17)
- Efficient Dense-Stereo and Novel-view Synthesis for Gaze Manipulation in One-toone Teleconferencing (2003) (17)
- Sparse Bayesian registration of medical images for self‐tuning of parameters and spatially adaptive parametrization of displacements (2017) (17)
- The SPS algorithm: patching figural continuity and transparency by Split-Patch Search (2004) (16)
- Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging (2010) (14)
- Training Data (2017) (13)
- C-Slate: Exploring Remote Collaboration on Horizontal Multi-touch Surfaces (2007) (13)
- Classification Forests for Semantic Segmentation of Brain Lesions in Multi-channel MRI (2013) (13)
- 3D-aware image editing for out of bounds photography (2009) (12)
- Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging (2011) (12)
- SemanticPaint: interactive segmentation and learning of 3D world (2015) (12)
- Decision Forests for Segmentation of the Left Atrium from 3D MRI (2013) (12)
- Volume Rendering on Server GPUs for Enterprise-Scale Medical Applications (2010) (11)
- 3 D Convolutional Neural Networks for Tumor Segmentation using Long-range 2 D Context (2018) (11)
- Discriminative Segmentation-Based Evaluation Through Shape Dissimilarity (2012) (11)
- Brain Tumor Cell Density Estimation from Multi-modal MR Images Based on a Synthetic Tumor Growth Model (2012) (11)
- Dense-Stereo and Novel-view Synthesis for Gaze Manipulation in One-to-one Teleconferencing (2003) (10)
- Digital Art History: A subject in transition (2005) (10)
- Sparse Bayesian Registration (2014) (8)
- A Discriminative-Generative Model for Detecting Intravenous Contrast in CT Images (2011) (8)
- Assessment of Disability in Multiple Sclerosis Using the Kinect-Camera System: A Proof-of-Concept Study (2014) (8)
- SemanticPaint (2015) (8)
- Immediate ROI Search for 3-D Medical Images (2012) (8)
- Report on the Cloud-Based Evaluation Approaches Workshop 2015 (2016) (7)
- Notation and Terminology (2013) (7)
- Learning priors for calibrating families of stereo cameras (2007) (7)
- Current-Based 4D Shape Analysis for the Mechanical Personalization of Heart Models (2012) (7)
- Classifier-Based Multi-atlas Label Propagation with Test-Specific Atlas Weighting for Correspondence-Free Scenarios (2014) (6)
- Recognizing Cardiac Magnetic Resonance Acquisition Planes (2014) (6)
- Smartphone camera based assessment of adiposity: a validation study (2022) (6)
- Tree - based Clas - sifiers for Bilayer Video Segmentation In CVPR (2007) (6)
- Automatic Semantic Annotation and Validation of Anatomy in DICOM CT Images (2011) (6)
- Investigations into under-registration of costumers meters in Palermo (Italy) and the effect of introducing unmetered flow reducers (2009) (6)
- Deep Neural Decision Forests [Winner of the David Marr Prize 2015] (2015) (6)
- Training Convolutional Neural Networks with Low-rank Filters for Efficient Image Classification (2016) (5)
- Image Segmentation Using Hardware Forest Classifiers (2013) (5)
- Semi-supervised Classification Forests (2013) (5)
- Validating automatic semantic annotation of anatomy in DICOM CT images (2011) (5)
- Dense Stereo Using Pivoted Dynamic (2002) (4)
- Scale invariance properties of the peak of the width function in topologically random networks (1998) (4)
- Bayesian Methods in Graphics (2003) (4)
- Smartphone Camera Based Assessment of Adiposity: A Multi-Site Validation Study (2021) (3)
- Estimating uncertainty in dense stereo disparity maps (2003) (3)
- Accuracy of Depth-Sensing Recordings in Classifying Expanded Disability Status Scale Subscores of Motor Dysfunction in Patients with Multiple Sclerosis (I8.004) (2016) (3)
- Linking DICOM pixel data with radiology reports using automatic semantic annotation (2012) (3)
- STATISTICAL ANALYSIS OF WATER MAIN FAILURES IN THE DISTRIBUTION NETWORK OF AN ITALIAN MUNICIPALITY (2008) (3)
- Multi-Atlas Label Propagation with Atlas Encoding by Randomized Forests (2013) (3)
- Water Level Measurement Locations for Coastal Aquifer Management (2003) (2)
- Modelling and using Uncertainties in Video Metrology (1997) (2)
- Usability and acceptability of ASSESS MS: a system to support the assessment of motor dysfunction in Multiple Sclerosis using depth-sensing computer vision (2015) (2)
- Spectral Kernels for Probabilistic Analysis and Clustering of Shapes (2017) (2)
- Automated quantification of motor dysfunction in multiple sclerosis using depth-sensing computer vision (P3.213) (2015) (2)
- Machine Vision: the Answer to the Optical Debate? (2004) (2)
- Geodesic Forests for Image Editing (2011) (2)
- Overview and Scope (2013) (2)
- Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery (2014) (1)
- Video-based paired-comparison ranking: A validation tool for fine grained measures of motor dysfunction in multiple sclerosis (2014) (1)
- Paolo Uccello’s “Rout of San Romano”: Order from Chaos (2005) (1)
- Computer vision and painter's visions in Italian and Netherlandish art of the fifteenth century (2006) (1)
- Infrared depth sensor based automated classification of motor dysfunction in multiple sclerosis - a proof-of-concept study (2014) (1)
- Chapter 19 Entanglement and Differentiable Information Gain Maximization (2013) (1)
- Measuring Neural Net Robustness ? (2018) (1)
- Comparative analysis of semantic localization accuracies between adult and pediatric DICOM CT images (2012) (1)
- Normalized sensitivity of multi-dimensional body composition biomarkers for risk change prediction (2022) (1)
- Optimal Measurement Location for the Calibration of Groundwater Management Models (1995) (1)
- Optimal Water Level Field Measurements ForGroundwater Quality Management Models (1998) (1)
- Sampling of Residential Water Use for Leak Control via Water Budgets (2009) (1)
- Deep Roots: Improving CNN Efficiency by Learning a Basis for Filter Dependencies (2017) (1)
- Interactive Geodesic Segmentation of n-Dimensional Medical Images on the Graphics Processor (2009) (1)
- Prediction of expanded disability status scale subscores of motor dysfunction in multiple sclerosis using depth-sensing computer vision (2015) (1)
- Infrared depth sensor based automated classification of motor dysfunction in multiple sclerosis - a proof-of-concept study (2014) (1)
- Video-based paired-comparison ranking: A validation tool for fine grained measures of motor dysfunction in multiple sclerosis (2014) (1)
- An Integrated Neural and Algorithmic System for Optical Flow Computation (1997) (0)
- Usability and acceptability of the ASSESS MS movement recording tool in Multiple Sclerosis using depth-sensing computer vision (P3.220) (2015) (0)
- Real-Time RGB-D Camera Relocalization Ben Glocker (2013) (0)
- Automation of clinical assessments via machine learning and paired comparisons (P4.205) (2015) (0)
- Automatic Semantic Parsing of CT Scans via Multiple Randomized Decision Trees (2009) (0)
- Recognizing cardiac magnetic resonance acquisition acquisition planes usingfinetuned convolutional neural networks (2015) (0)
- Anatomy-Driven Medical Image Search (2010) (0)
- Anatomy-Driven Medical Image Search (2010) (0)
- Fusion of Stereo, Colour and Contrast (2005) (0)
- Whole-body anatomy localization via classification and regression forests (2013) (0)
- Gallery of examples (2001) (0)
- Technical Appendix on Sparse Bayesian Regression (2014) (0)
- Erratum to: Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery (2016) (0)
- Erratum to: Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery (2015) (0)
- Introduction: The Abstract Forest Model (2013) (0)
- New Results - Medical Image Analysis (2009) (0)
- Mobile Cloud-Computer-aided Diagnosis System for Colon Cancer Screening with Motion-based Virtual Colonoscopic Navigation (2011) (0)
- Sequential Ensembling for Semantic Segmentation (2022) (0)
- Nteractive Scene Walk-throughs Have Long Been an Important Computer Graphics Appli- Cation Area. Starting with Fred Brooks' Pioneering Work (0)
- : CARDIAC ACQUISITION PLANE RECOGNITION 1 Recognizing cardiac magnetic resonance acquisition planes (2017) (0)
- Deep Decision Forests of Radiomic Features for Automatic Contouring of Pelvic Anatomy for Prostate Radiotherapy (2018) (0)
- Generalisability of Image Quality Transfer: Can we approximate in-vivo human brains from dead monkey brains? (2016) (0)
- Automatic Semantic Segmentation of Anatomical Structures in CT Scans (2010) (0)
- i 2 i : Three-dimensional Visual Communication (0)
- Metrology on planes (2001) (0)
- Background geometry and notation (2001) (0)
- Metrology from planar parallax (2001) (0)
- Lesion Segmentation in Multi-Channel MR Images (2010) (0)
- Research in reduction of meters under registration: experience and results achieved in field tests and in laboratory in Palermo (2010) (0)
- Normalized sensitivity of multi-dimensional body composition biomarkers for risk change prediction (2022) (0)
- Title withheld during double blind review process (2015) (0)
- Title withheld during double blind review process (2015) (0)
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What Schools Are Affiliated With Antonio Criminisi?
Antonio Criminisi is affiliated with the following schools:
