Vittorio Ferrari

Vittorio Ferrari's AcademicInfluence.com Rankings

Vittorio Ferrari

Computer Science

#6373

World Rank

#6721

Historical Rank

Database

#3466

World Rank

#3611

Historical Rank

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Computer Science

Vittorio Ferrari's Degrees

PhD Computer Science University of Oxford
Masters Computer Science University of Florence
Bachelors Computer Science University of Florence

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Vittorio Ferrari'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

Measuring the Objectness of Image Windows (2011) (1247)
ClassCut for Unsupervised Class Segmentation (2010) (1013)
What is an object? (2010) (954)
COCO-Stuff: Thing and Stuff Classes in Context (2016) (799)
The Open Images Dataset V4 (2018) (761)
What's the Point: Semantic Segmentation with Point Supervision (2015) (731)
Progressive search space reduction for human pose estimation (2008) (723)
Groups of Adjacent Contour Segments for Object Detection (2008) (631)
Segmentation Propagation in ImageNet (2012) (620)
Fast Object Segmentation in Unconstrained Video (2013) (578)
Learning object class detectors from weakly annotated video (2012) (468)
Learning Visual Attributes (2007) (454)
Advances in Neural Information Processing Systems (NIPS) (2007) (369)
Object Detection by Contour Segment Networks (2006) (350)
From Images to Shape Models for Object Detection (2010) (349)
Simultaneous Object Recognition and Segmentation by Image Exploration (2004) (285)
Weakly Supervised Localization and Learning with Generic Knowledge (2012) (279)
Towards Multi-View Object Class Detection (2006) (273)
Action Tubelet Detector for Spatio-Temporal Action Localization (2017) (264)
What's going on? Discovering spatio-temporal dependencies in dynamic scenes (2010) (263)
Better Appearance Models for Pictorial Structures (2009) (256)
2D Articulated Human Pose Estimation and Retrieval in (Almost) Unconstrained Still Images (2012) (250)
Wide-baseline stereo matching with line segments (2005) (246)
Weakly Supervised Learning of Interactions between Humans and Objects (2012) (230)
Simultaneous Object Recognition and Segmentation from Single or Multiple Model Views (2006) (223)
Localizing Objects While Learning Their Appearance (2010) (217)
Extreme Clicking for Efficient Object Annotation (2017) (198)
Efficient Mining of Frequent and Distinctive Feature Configurations (2007) (197)
Weakly supervised structured output learning for semantic segmentation (2012) (176)
Weakly supervised semantic segmentation with a multi-image model (2011) (176)
Pose search: Retrieving people using their pose (2009) (173)
Accurate Object Detection with Deformable Shape Models Learnt from Images (2007) (167)
Visual and semantic similarity in ImageNet (2011) (166)
End-to-End Training of Object Class Detectors for Mean Average Precision (2016) (156)
Appearance Sharing for Collective Human Pose Estimation (2012) (154)
Wide-baseline multiple-view correspondences (2003) (148)
Combining Image-Level and Segment-Level Models for Automatic Annotation (2012) (139)
Training Object Class Detectors from Eye Tracking Data (2014) (139)
Large-Scale Interactive Object Segmentation With Human Annotators (2019) (137)
We Don’t Need No Bounding-Boxes: Training Object Class Detectors Using Only Human Verification (2016) (131)
Explicit Modeling of Human-Object Interactions in Realistic Videos (2013) (128)
Active learning for semantic segmentation with expected change (2012) (126)
Figure-ground segmentation by transferring window masks (2012) (124)
Semantic segmentation of urban scenes by learning local class interactions (2015) (122)
Detecting People Looking at Each Other in Videos (2014) (122)
We Are Family: Joint Pose Estimation of Multiple Persons (2010) (121)
Global and efficient self-similarity for object classification and detection (2010) (115)
ImageNet Auto-Annotation with Segmentation Propagation (2014) (111)
Connecting Vision and Language with Localized Narratives (2019) (103)
How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image (2016) (103)
Do Semantic Parts Emerge in Convolutional Neural Networks? (2016) (102)
Training Object Class Detectors with Click Supervision (2017) (97)
Learning Single-Image 3D Reconstruction by Generative Modelling of Shape, Pose and Shading (2019) (95)
Real-time affine region tracking and coplanar grouping (2001) (90)
Models of Semantic Representation with Visual Attributes (2013) (86)
Video Mining with Frequent Itemset Configurations (2006) (83)
Searching for objects driven by context (2012) (82)
Large-scale knowledge transfer for object localization in ImageNet (2012) (81)
Markerless augmented reality with a real-time affine region tracker (2001) (77)
2D Human Pose Estimation in TV Shows (2009) (72)
An active search strategy for efficient object class detection (2014) (71)
Integrating multiple model views for object recognition (2004) (70)
Revisiting Knowledge Transfer for Training Object Class Detectors (2017) (70)
The Devil is in the Decoder (2017) (69)
Weakly Supervised Object Localization Using Things and Stuff Transfer (2017) (67)
Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision (2018) (67)
Advances in Neural Information Processing Systems 24 (2011) (66)
Weakly Supervised Object Localization Using Size Estimates (2016) (65)
Joint Learning of Object and Action Detectors (2017) (65)
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation (2018) (63)
Analysing Domain Shift Factors between Videos and Images for Object Detection (2015) (61)
Urban Radiance Fields (2021) (59)
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds (2019) (57)
ShaRF: Shape-conditioned Radiance Fields from a Single View (2021) (57)
Who's Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation (2009) (56)
Detecting People Looking at Each Other in Videos (2013) (56)
Active Learning for Human Pose Estimation (2017) (56)
Detecting Visual Relationships Using Box Attention (2018) (54)
Region-Based Semantic Segmentation with End-to-End Training (2016) (53)
The Devil is in the Decoder: Classification, Regression and GANs (2017) (52)
Interactive Full Image Segmentation by Considering All Regions Jointly (2018) (49)
Visually Grounded Meaning Representations (2017) (46)
A Conditional Random Field for Multiple-Instance Learning (2010) (46)
Fast indexing for image retrieval based on local appearance with re-ranking (2003) (42)
Has My Algorithm Succeeded? An Evaluator for Human Pose Estimators (2012) (41)
Learning Intelligent Dialogs for Bounding Box Annotation (2017) (40)
Factors of Influence for Transfer Learning Across Diverse Appearance Domains and Task Types (2021) (40)
CoReNet: Coherent 3D scene reconstruction from a single RGB image (2020) (38)
Computer Vision – ECCV 2018 (2018) (38)
Human Pose Co-Estimation and Applications (2012) (36)
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections (2019) (35)
Joint Calibration for Semantic Segmentation (2015) (31)
Situational object boundary detection (2015) (31)
Articulated motion discovery using pairs of trajectories (2014) (31)
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2013) (29)
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 1989, 4-8 June, 1989, San Diego, CA, USA (1989) (29)
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces (2020) (27)
Associative Embeddings for Large-Scale Knowledge Transfer with Self-Assessment (2013) (26)
Video retrieval by mimicking poses (2012) (24)
A Large-Scale Database of Images and Captions for Automatic Face Naming (2011) (24)
Shape-from-recognition: Recognition enables meta-data transfer (2009) (23)
A Step Toward More Inclusive People Annotations for Fairness (2021) (23)
International Workshop on Visualization and Animation of Reality-based 3D Models (2003) (23)
From Points to Multi-Object 3D Reconstruction (2020) (23)
Neural Voxel Renderer: Learning an Accurate and Controllable Rendering Tool (2019) (23)
Depth-From-Recognition: Inferring Meta-data by Cognitive Feedback (2007) (21)
Parallel composite texture synthesis (2002) (20)
Composite Texture Synthesis (2004) (20)
Computer Vision – ECCV 2018 (2018) (18)
Exploiting spatial overlap to efficiently compute appearance distances between image windows (2011) (18)
Using Multi-view Recognition and Meta-data Annotation to Guide a Robot's Attention (2009) (18)
International Conference on Computer Vision (ICCV 2017) (2017) (17)
Vid2CAD: CAD Model Alignment Using Multi-View Constraints From Videos (2020) (17)
Efficient Object Annotation via Speaking and Pointing (2019) (16)
Closed-Form Approximate CRF Training for Scalable Image Segmentation (2014) (16)
Transferability Estimation using Bhattacharyya Class Separability (2021) (15)
DeFMO: Deblurring and Shape Recovery of Fast Moving Objects (2020) (15)
Object localization in ImageNet by looking out of the window (2015) (15)
Proceedings of Robotics: Science and Systems IV (2008) (14)
Discovering the Physical Parts of an Articulated Object Class from Multiple Videos (2016) (14)
Context Forest for Object Class Detection (2015) (14)
Using Recognition to Guide a Robot's Attention (2008) (13)
An active search strategy for efficient object detection (2014) (13)
Learning Semantic Part-Based Models from Google Images (2016) (13)
Automatic Generation of Constrained Furniture Layouts (2017) (13)
Efficient video annotation with visual interpolation and frame selection guidance (2020) (13)
3D modeling and registration under wide baseline conditions (2002) (12)
Joint calibration of Ensemble of Exemplar SVMs (2015) (12)
Closed-Form Training of Conditional Random Fields for Large Scale Image Segmentation (2014) (12)
Analyzing the layout of composite textures (2002) (11)
Structured prediction for urban scene semantic segmentation with geographic context (2015) (11)
Composite Texture Synthesis (2005) (11)
Oxford TRECVid 2007 - Notebook paper (2007) (11)
Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval (2021) (11)
Behavior Discovery and Alignment of Articulated Object Classes from Unstructured Video (2015) (11)
Fast Energy Minimization Using Learned State Filters (2013) (10)
Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo (2021) (9)
Objects as Context for Detecting Their Semantic Parts (2017) (9)
Group of adjacent contour segment for object detection (2008) (9)
Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images (2019) (9)
Retrieving objects from videos based on affine regions (2004) (8)
Uncertainty-Aware Deep Multi-View Photometric Stereo (2022) (7)
A Generative Model of 3D Object Layouts in Apartments (2017) (7)
Computer Vision – ECCV 2018 (2018) (7)
Computer Vision – ECCV 2018 (2018) (7)
Composite Texture Descriptions (2002) (7)
Affine invariant regions++ (2004) (6)
Fast Object Class Labelling via Speech (2018) (6)
Panoptic Image Annotation with a Collaborative Assistant (2019) (6)
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo (2021) (6)
Transferability Metrics for Selecting Source Model Ensembles (2021) (6)
Objects as context for part detection (2017) (6)
Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in Videos (2021) (5)
Computer Vision – ECCV 2018 (2018) (5)
Computer Vision – ECCV 2018 (2018) (5)
Towards Reusable Network Components by Learning Compatible Representations (2020) (5)
Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects (2021) (5)
Video Temporal Alignment for Object Viewpoint (2016) (5)
Proceedings of the British Machine Vision Conference (2013) (4)
Looking out of the window: object localization by joint analysis of all windows in the image (2015) (4)
Context Forest for efficient object detection with large mixture models (2015) (4)
Discovering object aspects from video (2016) (4)
Weakly Supervised Localization and Learning with Generic Knowledge (2012) (4)
Computer Vision – ECCV 2018 (2018) (4)
Computer Vision – ECCV 2018 (2018) (4)
The Missing Link: Finding label relations across datasets (2022) (3)
Computer Vision – ECCV 2018 (2018) (3)
Oxford TRECVid 2007 \u2013 Notebook paper (2007) (3)
Computer Vision – ECCV 2018 (2018) (3)
RayTran: 3D pose estimation and shape reconstruction of multiple objects from videos with ray-traced transformers (2022) (3)
Proceedings of the 5th International Conference on Image and Video Retrieval (2006) (3)
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity (2020) (3)
Natural Vocabulary Emerges from Free-Form Annotations (2019) (3)
Computer Vision – ECCV 2018 (2018) (3)
Computer Vision – ECCV 2018 (2018) (3)
How stable are Transferability Metrics evaluations? (2022) (2)
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 1991, 3-6 June, 1991, Lahaina, Maui, Hawaii, USA (1991) (2)
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 1992, Proceedings, 15-18 June, 1992, Champaign, Illinois, USA (2009) (2)
The Devil is in the Decoders (2017) (2)
Learning Object Categories with Generic Knowledge (2011) (2)
Recovering Spatiotemporal Correspondence between Deformable Objects by Exploiting Consistent Foreground Motion in Video (2014) (2)
Computer Vision – ECCV 2018 (2018) (2)
No 275 Learning object classes with generic knowledge (2011) (2)
Automatically Selecting Inference Algorithms for Discrete Energy Minimisation (2015) (2)
Special Issue: Advances in Architectures and Theories for Computer Vision (2020) (2)
Computer Vision – ECCV 2018 (2018) (2)
Interactive Full Image Segmentation (2018) (1)
LEARNING FROM IMAGES WITH CAPTIONS USING THE MAXIMUM MARGIN SET ALGORITHM (2011) (1)
Learning to approximate global shape priors for figure-ground segmentation (2013) (1)
VISAPP 2011 - Proceedings of the Sixth International Conference on Computer Vision Theory and Applications, Vilamoura, Algarve, Portugal, 5-7 March, 2011 (2011) (1)
Tubelet Detector for Spatio-Temporal Action Localization (2017) (1)
Training Neural Networks to Produce Compatible Features (2020) (1)
Introduction to the CVIU special issue on "Parts and Attributes: Mid-level representation for object recognition, scene classification and object detection" (2015) (1)
From colouring-in to pointillism: revisiting semantic segmentation supervision (2022) (1)
Explorer Training Object Class Detectors from Eye Tracking Data (2014) (1)
MODELING AND REGISTRATION UNDER WIDE BASELINE CONDITIONS (2002) (1)
Computer Vision – ECCV 2018 (2018) (1)
Texture 2002 Workshop in conjunction with ECCV 2002 (2002) (1)
Explorer Models of Semantic Representation with Visual Attributes (2013) (0)
Connecting Vision and Language with Video Localized Narratives (2023) (0)
HandMap : Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision (2018) (0)
Multi-View Photometric Stereo Revisited (2022) (0)
Visually Grounded Meaning Representations. (2016) (0)
Beyond SOT: Tracking Multiple Generic Objects at Once (2022) (0)
Contour Segment Networks (2006) (0)
Do Semantic Parts Emerge in Convolutional Neural Networks? (2017) (0)
Edinburgh Research Explorer Video Mining with Frequent Itemset Configurations (2018) (0)
Behavior Discovery and Alignment of Articulated Object Classes from Unstructured Video (2016) (0)
2018-00604-PhD Position : Semantic segmentation with minimal supervision (2018) (0)
Edinburgh Research Explorer Joint learning of object and action detectors (2018) (0)
Agile Modeling: Image Classification with Domain Experts in the Loop (2023) (0)
British Machine Vision Conference (2009) (0)
Proceedings of the 2015 Workshop on Vision and Language (VL’15) (2015) (0)
Y Qualification Main task Y Return N N Y User qualified ? N Feedback Pass ? Pass ? Annotator training Annotating images (2017) (0)
Training object class detectors with click supervision Dim (0)
Computer Vision – ECCV 2018 (2018) (0)
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo [Supplementary Material] (2021) (0)
New Results - Human action recognition (2010) (0)
New Results - Visual object recognition (2007) (0)
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 1988, 5-9 June, 1988, Ann Arbor, Michigan, USA (1988) (0)
Edinburgh Research Explorer Articulated motion discovery using pairs of trajectories (2018) (0)
Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval (2021) (0)
2D Articulated Human Pose Estimation and Retrieval in (Almost) Unconstrained Still Images (2012) (0)
Edinburgh Measuring the Objectness of Image Windows (2017) (0)
New Results - Visual recognition in videos (2016) (0)
Software - Groups of adjacent contour segments (2006) (0)
Explorer Visually Grounded Meaning Representations (2016) (0)
Efficient Object Annotation via Speaking and Pointing (2019) (0)
New Results - Image descriptors and correspondence (2006) (0)
New Results - Image description and correspondence (2005) (0)
Workshop on Interactive and Adaptive Learning in an Open World (2018) (0)
Edinburgh Research Explorer Visually Grounded Meaning Representations (2017) (0)
Beyond SOT: It's Time to Track Multiple Generic Objects at Once (2022) (0)
Tracking by 3D Model Estimation of Unknown Objects in Videos (2023) (0)
Learning to Detect Objects from Eye-Tracking Data (2014) (0)
Special Issue: Advances in Architectures and Theories for Computer Vision (2020) (0)
Appreciation to IJCV Reviewers (2012) (0)
ImageNet Auto-Annotation with Segmentation Propagation (2014) (0)
The Devil is in the Decoder: Classification, Regression and GANs (2019) (0)
Supplemental Material: Connecting Vision and Language with Localized Narratives (2020) (0)
WS14: Challenges and opportunities in robot perception (2011) (0)
PCV02 Photogrammetric Computer Vision ISPRS Commission III, Symposium 2002 (2002) (0)

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What Schools Are Affiliated With Vittorio Ferrari?

Vittorio Ferrari is affiliated with the following schools:

ETH Zurich

Vittorio Ferrari's Academic­Influence.com Rankings