Mariella Dimiccoli

According to our database1, Mariella Dimiccoli authored at least 56 papers between 2006 and 2021.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
Learning Event Representations for Temporal Segmentation of Image Sequences by Dynamic Graph Embedding.
IEEE Trans. Image Process., 2021

2020
Debiased-CAM for bias-agnostic faithful visual explanations of deep convolutional networks.
CoRR, 2020

Activities of Daily Living Monitoring via a Wearable Camera: Toward Real-World Applications.
IEEE Access, 2020

Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Smartphone picture organization: A hierarchical approach.
Comput. Vis. Image Underst., 2019

Learning event representations in image sequences by dynamic graph embedding.
CoRR, 2019

How Much Does Audio Matter to Recognize Egocentric Object Interactions?
CoRR, 2019

Enhancing Temporal Segmentation by Nonlocal Self-Similarity.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Social Relation Recognition in Egocentric Photostreams.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Seeing and Hearing Egocentric Actions: How Much Can We Learn?
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
Batch-based activity recognition from egocentric photo-streams revisited.
Pattern Anal. Appl., 2018

Learning quantification from images: A structured neural architecture.
Nat. Lang. Eng., 2018

Introduction to the special issue: Egocentric Vision and Lifelogging.
J. Vis. Commun. Image Represent., 2018

Towards social pattern characterization in egocentric photo-streams.
Comput. Vis. Image Underst., 2018

On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams.
CoRR, 2018

A picture is worth a thousand words but how to organize thousands of pictures?
CoRR, 2018

Learning Event Representations by Encoding the Temporal Context.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Toward Storytelling From Visual Lifelogging: An Overview.
IEEE Trans. Hum. Mach. Syst., 2017

Mitigating Bystander Privacy Concerns in Egocentric Activity Recognition with Deep Learning and Intentional Image Degradation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation.
Comput. Vis. Image Underst., 2017

Recognizing Daily Activities from Egocentric Photo-Streams.
CoRR, 2017

Social Style Characterization from Egocentric Photo-streams.
CoRR, 2017

Pay Attention to Those Sets! Learning Quantification from Images.
CoRR, 2017

Active skeleton for bacteria modelling.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017

Semantic Summarization of Egocentric Photo Stream Events.
Proceedings of the 2nd Workshop on Lifelogging Tools and Applications, 2017

LTA 2017: The Second Workshop on Lifelogging Tools and Applications.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Wearable for Wearable: A Social Signal Processing Perspective for Clothing Analysis using Wearable Devices.
Proceedings of the 2017 Workshop on Wearable MultiMedia, 2017

All the people around me: Face discovery in egocentric photo-streams.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Batch-Based Activity Recognition from Egocentric Photo-Streams.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Leveraging Activity Indexing for Egocentric Image Retrieval.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Recognizing Activities of Daily Living from Egocentric Images.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Clothing and People - A Social Signal Processing Perspective.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Detecting Hands in Egocentric Videos: Towards Action Recognition.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

2016
Particle detection and tracking in fluorescence time-lapse imaging: a contrario approach.
Mach. Vis. Appl., 2016

A Computational Model for Amodal Completion.
J. Math. Imaging Vis., 2016

Multi-face tracking by extended bag-of-tracklets in egocentric photo-streams.
Comput. Vis. Image Underst., 2016

LEMoRe: A Lifelog Engine for Moments Retrieval at the NTCIR-Lifelog LSAT Task.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

LTA 2016: The First Workshop on Lifelogging Tools and Applications.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

With whom do I interact? Detecting social interactions in egocentric photo-streams.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Egocentric Image Retrieval with Convolutional Neural Networks.
Proceedings of the Artificial Intelligence Research and Development, 2016

2015
Neighborhood Filters and the Recovery of 3D Information.
Proceedings of the Handbook of Mathematical Methods in Imaging, 2015

Active skeleton for bacteria modeling.
CoRR, 2015

Particle detection and tracking by a-contrario approach: application to fluorescence time-lapse imaging.
CoRR, 2015

Towards Storytelling from Visual Lifelogging: An Overview.
CoRR, 2015

Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos.
CoRR, 2015

Towards social interaction detection in egocentric photo-streams.
Proceedings of the Eighth International Conference on Machine Vision, 2015

R-Clustering for Egocentric Video Segmentation.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2013
Localization of Protein Aggregation in <i>Escherichia coli</i> Is Governed by Diffusion and Nucleoid Macromolecular Crowding Effect.
PLoS Comput. Biol., 2013

Striola magica. A functional explanation of otolith geometry.
J. Comput. Neurosci., 2013

Localization of protein aggregation in Escherichia coli is governed by diffusion and nucleoid macromolecular crowding effect
CoRR, 2013

2009
Hierarchical region-based representation for segmentation and filtering with depth in single images.
Proceedings of the International Conference on Image Processing, 2009

Exploiting T-junctions for depth segregation in single images.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Monocular Depth by Nonlinear Diffusion.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

2007
Geometrical image filtering with connected operators and image inpainting.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Perceptual filtering with connected operators and image inpainting.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

2006
Masterpiece: Physical Interaction and 3D Content-Based Search in VR Applications.
IEEE Multim., 2006


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