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Manuel Mucientes

About Manuel Mucientes

Manuel Mucientes, With an exceptional h-index of 29 and a recent h-index of 19 (since 2020), a distinguished researcher at Universidad de Santiago de Compostela, specializes in the field of Artificial Intelligence, Computer Vision, Machine Learning, Process Mining.

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

REACH: Researching Efficient Alignment-based Conformance Checking

Depth estimation and image restoration by deep learning from defocused images

Real-time siamese multiple object tracker with enhanced proposals

A full data augmentation pipeline for small object detection based on generative adversarial networks

Spatiotemporal tubelet feature aggregation and object linking for small object detection in videos

Downsampling GAN for Small Object Data Augmentation

Relation networks for few-shot video object detection

Few-Shot Image Classification for Automatic COVID-19 Diagnosis

Manuel Mucientes Information

University

Position

(Spain)

Citations(all)

2815

Citations(since 2020)

1449

Cited By

1890

hIndex(all)

29

hIndex(since 2020)

19

i10Index(all)

62

i10Index(since 2020)

35

Email

University Profile Page

Google Scholar

Manuel Mucientes Skills & Research Interests

Artificial Intelligence

Computer Vision

Machine Learning

Process Mining

Top articles of Manuel Mucientes

REACH: Researching Efficient Alignment-based Conformance Checking

Expert Systems with Applications

2024/5/1

Jacobo Casas-Ramos
Jacobo Casas-Ramos

H-Index: 0

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Manuel Lama
Manuel Lama

H-Index: 17

Depth estimation and image restoration by deep learning from defocused images

IEEE Transactions on Computational Imaging

2023/6/21

Lorenzo Vaquero
Lorenzo Vaquero

H-Index: 0

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Daniela Coltuc
Daniela Coltuc

H-Index: 4

Real-time siamese multiple object tracker with enhanced proposals

Pattern Recognition

2023/3/1

Lorenzo Vaquero
Lorenzo Vaquero

H-Index: 0

Manuel Mucientes
Manuel Mucientes

H-Index: 18

A full data augmentation pipeline for small object detection based on generative adversarial networks

Pattern Recognition

2023/1/1

Daniel Cores
Daniel Cores

H-Index: 2

Lorenzo Seidenari
Lorenzo Seidenari

H-Index: 16

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Alberto Del Bimbo
Alberto Del Bimbo

H-Index: 40

Spatiotemporal tubelet feature aggregation and object linking for small object detection in videos

Applied Intelligence

2023/1

Daniel Cores
Daniel Cores

H-Index: 2

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Downsampling GAN for Small Object Data Augmentation

2023/9/20

Daniel Cores
Daniel Cores

H-Index: 2

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Lorenzo Seidenari
Lorenzo Seidenari

H-Index: 16

Alberto Del Bimbo
Alberto Del Bimbo

H-Index: 40

Relation networks for few-shot video object detection

2023/6/25

Daniel Cores
Daniel Cores

H-Index: 2

Lorenzo Seidenari
Lorenzo Seidenari

H-Index: 16

Alberto Del Bimbo
Alberto Del Bimbo

H-Index: 40

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Few-Shot Image Classification for Automatic COVID-19 Diagnosis

2023/6/25

Daniel Cores
Daniel Cores

H-Index: 2

Manuel Mucientes
Manuel Mucientes

H-Index: 18

A few-shot approach for COVID-19 screening in standard and portable chest X-ray images

Scientific Reports

2022/12/13

Daniel Cores
Daniel Cores

H-Index: 2

Manuel Mucientes
Manuel Mucientes

H-Index: 18

2hded: Net for joint depth estimation and image deblurring from a single out-of-focus image

2022/10/16

Lorenzo Vaquero
Lorenzo Vaquero

H-Index: 0

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Daniela Coltuc
Daniela Coltuc

H-Index: 4

Efficient edge filtering of directly-follows graphs for process mining

Information Sciences

2022/9/1

David Chapela-Campa
David Chapela-Campa

H-Index: 3

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Manuel Lama
Manuel Lama

H-Index: 17

Fast Multi-Object Tracking with Feature Pyramid and Region Proposal Networks

2022/8/21

Lorenzo Vaquero
Lorenzo Vaquero

H-Index: 0

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Automatic linguistic reporting of customer activity patterns in open malls

Multimedia Tools and Applications

2022/1/21

David Chapela-Campa
David Chapela-Campa

H-Index: 3

Noelia Hernández
Noelia Hernández

H-Index: 10

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Angel Llamazares
Angel Llamazares

H-Index: 8

Manuel Lama
Manuel Lama

H-Index: 17

Tracking more than 100 arbitrary objects at 25 FPS through deep learning

Pattern Recognition

2022/1/1

Lorenzo Vaquero
Lorenzo Vaquero

H-Index: 0

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Spatio-Temporal Object Detection from UAV On-Board Cameras

2021/9/28

Daniel Cores
Daniel Cores

H-Index: 2

Manuel Mucientes
Manuel Mucientes

H-Index: 18

STDnet-ST: Spatio-temporal ConvNet for small object detection

Pattern Recognition

2021/8/1

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Short-term anchor linking and long-term self-guided attention for video object detection

Image and Vision Computing

2021/6/1

Daniel Cores
Daniel Cores

H-Index: 2

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Real-time multiple object visual tracking for embedded GPU systems

IEEE Internet of Things Journal

2021/2/2

Manuel Mucientes
Manuel Mucientes

H-Index: 18

SiamMT: Real-time arbitrary multi-object tracking

2021/1/10

Lorenzo Vaquero
Lorenzo Vaquero

H-Index: 0

Manuel Mucientes
Manuel Mucientes

H-Index: 18

Correlation-based convnet for small object detection in videos

2021/1/10

Manuel Mucientes
Manuel Mucientes

H-Index: 18

See List of Professors in Manuel Mucientes University(Universidad de Santiago de Compostela)