Mariella Dimiccoli

About Mariella Dimiccoli

Mariella Dimiccoli, With an exceptional h-index of 18 and a recent h-index of 13 (since 2020), a distinguished researcher at Universidad Politécnica de Cataluña, specializes in the field of Artificial Intelligence, Machine Learning, Computer Vision, Pattern Recognition, Multimedia.

His recent articles reflect a diverse array of research interests and contributions to the field:

3M-Transformer: A Multi-Stage Multi-Stream Multimodal Transformer for Embodied Turn-Taking Prediction

Acquisition and Analysis of Camera Sensor Data (Lifelogging)

Enhancing egocentric 3d pose estimation with third person views

Leveraging triplet loss for unsupervised action segmentation

Recognizing object surface material from impact sounds for robot manipulation

Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning

Visual event-based egocentric human action recognition

Learning grounded word meaning representations on similarity graphs

Mariella Dimiccoli Information

University

Position

Institut de Robòtica i Informàtica Industrial (CSIC-)

Citations(all)

1126

Citations(since 2020)

689

Cited By

803

hIndex(all)

18

hIndex(since 2020)

13

i10Index(all)

30

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Mariella Dimiccoli Skills & Research Interests

Artificial Intelligence

Machine Learning

Computer Vision

Pattern Recognition

Multimedia

Top articles of Mariella Dimiccoli

3M-Transformer: A Multi-Stage Multi-Stream Multimodal Transformer for Embodied Turn-Taking Prediction

2024/4/14

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Acquisition and Analysis of Camera Sensor Data (Lifelogging)

Mobile Sensing in Psychology: Methods and Applications

2023/10/6

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Enhancing egocentric 3d pose estimation with third person views

Pattern Recognition

2023/6/1

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Francesc Moreno-Noguer
Francesc Moreno-Noguer

H-Index: 31

Leveraging triplet loss for unsupervised action segmentation

2023

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Recognizing object surface material from impact sounds for robot manipulation

2022/10/23

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Francesc Moreno-Noguer
Francesc Moreno-Noguer

H-Index: 31

Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning

2022/4/29

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Visual event-based egocentric human action recognition

2022/4/26

Learning grounded word meaning representations on similarity graphs

2021/9/7

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Behavioural and neurophysiological signatures in the retrieval of individual memories of recent and remote real-life routine episodic events

cortex

2021/8/1

Graph Constrained Data Representation Learning for Human Motion Segmentation

2021

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Interaction-GCN: a Graph Convolutional Network based framework for social interaction recognition in egocentric videos

2021/4/28

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams

2021/1/10

Petia Radeva
Petia Radeva

H-Index: 31

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Modeling long-term interactions to enhance action recognition.

2021/1/10

Petia Radeva
Petia Radeva

H-Index: 31

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Learning event representations for temporal segmentation of image sequences by dynamic graph embedding

IEEE Transactions on Image Processing

2020/12/18

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

Activities of daily living monitoring via a wearable camera: Toward real-world applications

IEEE access

2020/4/27

Petia Radeva
Petia Radeva

H-Index: 31

Mariella Dimiccoli
Mariella Dimiccoli

H-Index: 13

See List of Professors in Mariella Dimiccoli University(Universidad Politécnica de Cataluña)

Co-Authors

academic-engine