Ferrari, Vittorio
- COCO-Stuff: Thing and Stuff Classes in Context
2016/12/12 by Holger Caesar, Jasper Uijlings, Caesar, Holger +3 · 73 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques
- Connecting Vision and Language with Localized Narratives
2019/12/06 by Pont-Tuset, Jordi, Uijlings, Jasper, Changpinyo, Soravit +2 · 22 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories
2023/06/15 by Thomas Mensink, Jasper Uijlings, Mensink, Thomas +15 · 28 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- What's the Point: Semantic Segmentation with Point Supervision
2015/06/06 by Amy Bearman, Olga Russakovsky, Bearman, Amy +5 · 6 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Urban Radiance Fields
2021/11/29 by Rematas, Konstantinos, Liu, Andrew, Srinivasan, Pratul P. +4 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- Grounding Everything: Emerging Localization Properties in Vision-Language Transformers
2023/12/01 by Walid Bousselham, Bousselham, Walid, Felix Petersen +5 · 13 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Transferability Estimation using Bhattacharyya Class Separability
2021/11/24 by Pándy, Michal, Agostinelli, Andrea, Uijlings, Jasper +2 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Large-scale interactive object segmentation with human annotators
2019/03/26 by Benenson, Rodrigo, Popov, Stefan, Ferrari, Vittorio · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations
2023/06/15 by Varun Jampani, Kevis-Kokitsi Maninis, Jampani, Varun +28 · 8 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Medical Image Segmentation Techniques
- Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision
2018/07/24 by Paul Henderson, Vittorio Ferrari, Henderson, Paul +1 · 7 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
- End-to-end training of object class detectors for mean average precision
2016/07/12 by Paul Henderson, Vittorio Ferrari, Henderson, Paul +1 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Extreme clicking for efficient object annotation
2017/08/09 by Papadopoulos, Dim P., Uijlings, Jasper R. R., Keller, Frank +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Connecting Vision and Language with Video Localized Narratives
2023/02/22 by Paul Voigtlaender, Voigtlaender, Paul, Soravit Changpinyo +7 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces
2020/12/12 by Kaya, Berk, Kumar, Suryansh, Oliveira, Carlos +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- How stable are Transferability Metrics evaluations?
2022/04/04 by Agostinelli, Andrea, Pándy, Michal, Uijlings, Jasper +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Action Tubelet Detector for Spatio-Temporal Action Localization
2017/05/04 by Vicky Kalogeiton, Kalogeiton, Vicky, Philippe Weinzaepfel +5 · 2 citations
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
- We don't need no bounding-boxes: Training object class detectors using\n only human verification
2016/02/26 by Dim P. Papadopoulos, Papadopoulos, Dim P., Jasper Uijlings +5 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
- HAMMR: HierArchical MultiModal React agents for generic VQA
2024/04/08 by Lluís Castrejón, Castrejon, Lluis, Thomas Mensink +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk and Safety Analysis
- Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types
2021/03/24 by Mensink, Thomas, Uijlings, Jasper, Kuznetsova, Alina +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo
2021/10/11 by Kaya, Berk, Kumar, Suryansh, Sarno, Francesco +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Uncertainty-Aware Deep Multi-View Photometric Stereo
2022/02/26 by Kaya, Berk, Kumar, Suryansh, Oliveira, Carlos +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ShaRF: Shape-conditioned Radiance Fields from a Single View
2021/02/17 by Konstantinos Rematas, Rematas, Konstantinos, Ricardo Martin-Brualla +3 · 4 citations
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Advanced Vision and Imaging
- From colouring-in to pointillism: revisiting semantic segmentation supervision
2022/10/25 by Rodrigo Benenson, Benenson, Rodrigo, Vittorio Ferrari +1 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Algorithms #Multimodal Machine Learning Applications
- CAD-Estate: Large-scale CAD Model Annotation in RGB Videos
2023/06/15 by Maninis, Kevis-Kokitsi, Popov, Stefan, Nießner, Matthias +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Articulated motion discovery using pairs of trajectories
2014/11/28 by Luca Del Pero, Del Pero, Luca, Susanna Ricco +5 · 1 citation
Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Anomaly Detection Techniques and Applications
- StoryBench: A Multifaceted Benchmark for Continuous Story Visualization
2023/08/22 by Emanuele Bugliarello, Hernan Moraldo, Bugliarello, Emanuele +17 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Human Pose and Action Recognition
- Region-based semantic segmentation with end-to-end training
2016/07/26 by Caesar, Holger, Uijlings, Jasper, Ferrari, Vittorio · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Training object class detectors with click supervision
2017/04/20 by Papadopoulos, Dim P., Uijlings, Jasper R. R., Keller, Frank +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Revisiting knowledge transfer for training object class detectors
2017/08/21 by Uijlings, Jasper, Popov, Stefan, Ferrari, Vittorio · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Interactive Full Image Segmentation by Considering All Regions Jointly
2018/12/05 by Agustsson, Eirikur, Uijlings, Jasper R. R., Ferrari, Vittorio · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CoReNet: Coherent 3D scene reconstruction from a single RGB image
2020/04/27 by Popov, Stefan, Bauszat, Pablo, Ferrari, Vittorio · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity
2020/07/16 by Andriluka, Mykhaylo, Pellegrini, Stefano, Popov, Stefan +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Vid2CAD: CAD Model Alignment using Multi-View Constraints from Videos
2020/12/08 by Maninis, Kevis-Kokitsi, Popov, Stefan, Nießner, Matthias +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo
2021/10/11 by Francesco Sarno, Suryansh Kumar, Sarno, Francesco +9 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Optical measurement and interference techniques #Satellite Image Processing and Photogrammetry
- Transferability Metrics for Selecting Source Model Ensembles
2021/11/25 by Agostinelli, Andrea, Uijlings, Jasper, Mensink, Thomas +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- RayTran: 3D pose estimation and shape reconstruction of multiple objects from videos with ray-traced transformers
2022/03/24 by Michał J. Tyszkiewicz, Tyszkiewicz, Michał J., Kevis-Kokitsi Maninis +5 · 1 citation
Computer Science · Engineering · #Human Pose and Action Recognition #3D Shape Modeling and Analysis #Advanced Vision and Imaging
- Situational Object Boundary Detection
2015/04/24 by Jasper Uijlings, Uijlings, Jasper, Vittorio Ferrari +1 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Multimodal Machine Learning Applications
- Beyond SOT: Tracking Multiple Generic Objects at Once
2022/12/22 by Mayer, Christoph, Danelljan, Martin, Yang, Ming-Hsuan +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Multi-View Photometric Stereo Revisited
2022/10/14 by Kaya, Berk, Kumar, Suryansh, Oliveira, Carlos +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Weakly Supervised Object Localization Using Things and Stuff Transfer
2017/03/23 by Miaojing Shi, Shi, Miaojing, Holger Caesar +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Estimating Generic 3D Room Structures from 2D Annotations
2023/06/15 by Denys Rozumnyi, Stefan Popov, Rozumnyi, Denys +7 · 1 citation
Computer Science · Earth and Planetary Sciences · #Advanced Vision and Imaging #Video Surveillance and Tracking Methods #3D Surveying and Cultural Heritage
- Tracking by 3D Model Estimation of Unknown Objects in Videos
2023/04/13 by Denys Rozumnyi, Rozumnyi, Denys, Jiřı́ Matas +7 · 1 citation
Computer Science · #Video Surveillance and Tracking Methods #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
- Agile Modeling: From Concept to Classifier in Minutes
2023/02/25 by Stretcu, Otilia, Vendrow, Edward, Hata, Kenji +15 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)