Andrew D. Bagdanov

Orcid: 0000-0001-6408-7043

Affiliations:
  • University of Florence, Italy


According to our database1, Andrew D. Bagdanov authored at least 119 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Automated Gameplay Testing and Validation With Curiosity-Conditioned Proximal Trajectories.
IEEE Trans. Games, March, 2024

Continual learning for adaptive social network identification.
Pattern Recognit. Lett., 2024

How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models.
CoRR, 2024

Offline Reinforcement Learning with Imputed Rewards.
CoRR, 2024

EUFCC-340K: A Faceted Hierarchical Dataset for Metadata Annotation in GLAM Collections.
CoRR, 2024

An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates.
CoRR, 2024

Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Improving Zero-Shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Exemplar-Free Continual Representation Learning via Learnable Drift Compensation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Task-Adaptive Saliency Guidance for Exemplar-Free Class Incremental Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

A Benchmark Environment for Offline Reinforcement Learning in Racing Games.
Proceedings of the IEEE Conference on Games, 2024

2023
Class-Incremental Learning: Survey and Performance Evaluation on Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Small Dataset, Big Gains: Enhancing Reinforcement Learning by Offline Pre-Training with Model Based Augmentation.
CoRR, 2023

Class Incremental Learning with Pre-trained Vision-Language Models.
CoRR, 2023

Towards Continual Social Network Identification.
Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Masked Autoencoders are Efficient Class Incremental Learners.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Informed Design and Validation Assistance in Computer Games Using Imitation Learning.
Proceedings of the IEEE Conference on Games, 2023

2022
Robust Saliency Guidance for Data-free Class Incremental Learning.
CoRR, 2022

Gated Class-Attention with Cascaded Feature Drift Compensation for Exemplar-free Continual Learning of Vision Transformers.
CoRR, 2022

CCPT: Automatic Gameplay Testing and Validation with Curiosity-Conditioned Proximal Trajectories.
CoRR, 2022

Long-Tailed Class Incremental Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Incremental Meta-Learning via Episodic Replay Distillation for Few-Shot Image Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Continually Learning Self-Supervised Representations with Projected Functional Regularization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Positive Pair Distillation Considered Harmful: Continual Meta Metric Learning for Lifelong Object Re-Identification.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Bottom-up and Layerwise Domain Adaptation for Pedestrian Detection in Thermal Images.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Policy Fusion for Adaptive and Customizable Reinforcement Learning Agents.
Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

Demonstration-Efficient Inverse Reinforcement Learning in Procedurally Generated Environments.
Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

2020
Deep Policy Networks for NPC Behaviors that Adapt to Changing Design Parameters in Roguelike Games.
CoRR, 2020

DeepCrawl: Deep Reinforcement Learning for Turn-based Strategy Games.
CoRR, 2020

Class-incremental learning: survey and performance evaluation.
CoRR, 2020

Visual Question Answering for Cultural Heritage.
CoRR, 2020

RATT: Recurrent Attention to Transient Tasks for Continual Image Captioning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Robust pedestrian detection in thermal imagery using synthesized images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Task-Conditioned Domain Adaptation for Pedestrian Detection in Thermal Imagery.
Proceedings of the Computer Vision - ECCV 2020, 2020

Generative Feature Replay For Class-Incremental Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Webly-supervised zero-shot learning for artwork instance recognition.
Pattern Recognit. Lett., 2019

FAST: Facilitated and Accurate Scene Text Proposals through FCN Guided Pruning.
Pattern Recognit. Lett., 2019

Exploiting Unlabeled Data in CNNs by Self-Supervised Learning to Rank.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

NoisyArt: A Dataset for Webly-supervised Artwork Recognition.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

DeepPhysio: Monitored Physiotherapeutic Exercise in the Comfort of your Own Home.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Domain Adaptation for Privacy-Preserving Pedestrian Detection in Thermal Imagery.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

GADA: Generative Adversarial Data Augmentation for Image Quality Assessment.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
Scale coding bag of deep features for human attribute and action recognition.
Mach. Vis. Appl., 2018

Review on computer vision techniques in emergency situations.
Multim. Tools Appl., 2018

Soft-PHOC Descriptor for End-to-End Word Spotting in Egocentric Scene Images.
CoRR, 2018

Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Leveraging Unlabeled Data for Crowd Counting by Learning to Rank.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Word Spotting in Scene Images Based on Character Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Review on Computer Vision Techniques in Emergency Situation.
CoRR, 2017

Improving Text Proposals for Scene Images with Fully Convolutional Networks.
CoRR, 2017

Bandwidth Limited Object Recognition in High Resolution Imagery.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Visual Attention Models for Scene Text Recognition.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Reading Text in the Wild from Compressed Images.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Domain-Adaptive Deep Network Compression.
Proceedings of the IEEE International Conference on Computer Vision, 2017

RankIQA: Learning from Rankings for No-Reference Image Quality Assessment.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Personalized multimedia content delivery on an interactive table by passive observation of museum visitors.
Multim. Tools Appl., 2016

On-the-fly Network Pruning for Object Detection.
CoRR, 2016

Hierarchical part detection with deep neural networks.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Visual Script and Language Identification.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015
Recognizing Actions Through Action-Specific Person Detection.
IEEE Trans. Image Process., 2015

Person Re-Identification by Iterative Re-Weighted Sparse Ranking.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Sparse radial sampling LBP for writer identification.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

ICDAR 2015 competition on Robust Reading.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

MORF: Multi-Objective Random Forests for face characteristic estimation.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
From Re-identification to Identity Inference: Labeling Consistency by Local Similarity Constraints.
Proceedings of the Person Re-Identification, 2014

Leveraging local neighborhood topology for large scale person re-identification.
Pattern Recognit., 2014

Local Pyramidal Descriptors for Image Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Multimodal page classification in administrative document image streams.
Int. J. Document Anal. Recognit., 2014

Scale Coding Bag-of-Words for Action Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Unsupervised Scene Adaptation for Faster Multi-scale Pedestrian Detection.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Fisher Vectors over Random Density Forests for Object Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Real-time people counting from depth imagery of crowded environments.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013
Coloring Action Recognition in Still Images.
Int. J. Comput. Vis., 2013

Human action recognition using an ensemble of body-part detectors.
Expert Syst. J. Knowl. Eng., 2013

Passive Profiling and Natural Interaction Metaphors for Personalized Multimedia Museum Experiences.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Multi-target Data Association Using Sparse Reconstruction.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Document Classification and Page Stream Segmentation for Digital Mailroom Applications.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Using 3D Models to Recognize 2D Faces in the Wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Harmony Potentials - Fusing Global and Local Scale for Semantic Image Segmentation.
Int. J. Comput. Vis., 2012

Posterity Logging of Face Imagery for Video Surveillance.
IEEE Multim., 2012

Florence faces: A dataset supporting 2D/3D face recognition.
Proceedings of the 5th International Symposium on Communications, 2012

Multipage document retrieval by textual and visual representations.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Real-time hand status recognition from RGB-D imagery.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Multi-pose face detection for accurate face logging.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Identity Inference: Generalizing Person Re-identification Scenarios.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Color attributes for object detection.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Accurate Moving Cast Shadow Suppression Based on Local Color Constancy Detection.
IEEE Trans. Image Process., 2011

Efficient discriminative multiresolution cascade for real-time human detection applications.
Pattern Recognit. Lett., 2011

Portmanteau Vocabularies for Multi-Cue Image Representation.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Multimedia for Cultural Heritage: Key Issues.
Proceedings of the Multimedia for Cultural Heritage - First International Workshop, 2011

MNEMOSYNE: Enhancing the Museum Experience through Interactive Media and Visual Profiling.
Proceedings of the Multimedia for Cultural Heritage - First International Workshop, 2011

The florence 2D/3D hybrid face dataset.
Proceedings of the 2011 joint ACM workshop on Human gesture and behavior understanding, 2011

Adaptive Video Compression for Video Surveillance Applications.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

2010
Reactive Object Tracking with a Single PTZ Camera.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Recursive Coarse-to-Fine Localization for Fast Object Detection.
Proceedings of the Computer Vision - ECCV 2010, 2010

Harmony potentials for joint classification and segmentation.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Automatic Key Pose Selection for 3D Human Action Recognition.
Proceedings of the Articulated Motion and Deformable Objects, 6th International Conference, 2010

2009
Robust and Efficient Multipose Face Detection Using Skin Color Segmentation.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Towards Real-Time Human Action Recognition.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2007
Semantic annotation and retrieval of video events using multimedia ontologies.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

Trademark matching and retrieval in sports video databases.
Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

Adaptive uncertainty estimation for particle filter-based trackers.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Improving the robustness of particle filter-based visual trackers using online parameter adaptation.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Boosting Color Saliency in Image Feature Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

A reinforcement learning approach to active camera foveation.
Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006

Improving evidential quality of surveillance imagery through active face tracking.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Learning Foveal Sensing Strategies in Unconstrained Surveillance Environments.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005
Acquisition of high-resolution images through on-line saccade sequence planning.
Proceedings of the Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005

2004
Finite State Machine-Based Optimization of Data Parallel Regular Domain Problems Applied in Low-Level Image Processing.
IEEE Trans. Parallel Distributed Syst., 2004

Towards User Transparent Data and Task Parallel Image and Video Processing: An Overview of the Parallel-Horus Project.
Proceedings of the Euro-Par 2004 Parallel Processing, 2004

2003
First order Gaussian graphs for efficient structure classification.
Pattern Recognit., 2003

Understanding Document Analysis and Understanding (through Modeling).
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

2002
Interactive Indexing and Retrieval of Multimedia Content.
Proceedings of the SOFSEM 2002: Theory and Practice of Informatics, 2002

Granulometric Analysis of Document Images.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Multi-scale Document Description Using Rectangular Granulometries.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

2001
Fine-Grained Document Genre Classification Using First Order Random Graphs.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

1998
Projection profile based skew estimation algorithm for JBIG compressed images.
Int. J. Document Anal. Recognit., 1998

1996
Evaluation of document image skew estimation techniques.
Proceedings of the Document Recognition III, San Jose, CA, USA, January 28, 1996, 1996


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