Manuel J. Marin-Jimenez

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Associate Professor

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Spain

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Manuel J. Marin-Jimenez is an Associate Professor at Universidad de Córdoba Escuela Politécnica Superior de Córdoba, Spain. His research focuses on areas such as deep learning applications for bird identification, visual understanding, and gait recognition. He has recently published work on enhancing camera pose tracking and improving weapon detection through edge artificial intelligence. His contributions also include the development of datasets and methodologies for analyzing human movement and positioning technologies.

Recent Grants

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Fisio en Casa: Evaluación Automática De Movilidad Articular Con Un Sistema De Vision Móvil

Open Date: 2022-12-01

Close Date: 2024-11-01

Grant: Close

RehApp: Análisis Por Visión de la Evolución Postoperatoria en Intervenciones Quirúrgicas Traumatológicas

Open Date: 2021-10-01

Close Date: 2022-12-01

Manuel J. Marin-Jimenez

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Recent Grants

Articles (26)

Edge artificial intelligence and super-resolution for enhanced weapon detection in video surveillance

Parallelized SLAM: Enhancing Mapping and Localization Through Concurrent Processing

A bird song detector for improving bird identification through deep learning: A case study from Doñana

Lightweight Structure-Aware Attention for Visual Understanding

LiDAR as a Geometric Prior: Enhancing Camera Pose Tracking Through High-Fidelity View Synthesis

Empirical study of human pose representations for gait recognition

Sparse Indoor Camera Positioning with Fiducial Markers

Health&Gait: a dataset for gait-based analysis

OUMVLP-OF: Multi-View Large Population Gait Database With Dense Optical Flow and Its Performance Evaluation

Large-Scale Indoor Camera Positioning Using Fiducial Markers

Proxemics-net++: classification of human interactions in still images

AttenGait: Gait recognition with attention and rich modalities

DeepArUco++: Improved detection of square fiducial markers in challenging lighting conditions

sSLAM: Speeded-Up Visual SLAM Mixing Artificial Markers and Temporary Keypoints

Fiducial Objects: Custom Design and Evaluation

UCO Physical Rehabilitation: New Dataset and Study of Human Pose Estimation Methods on Physical Rehabilitation Exercises

LAEO-Net++: Revisiting People Looking at Each Other in Videos

Preface to the Special Issue on Human Pose, Motion, Activities and Shape in 3D

Anomalous object detection by active search with PTZ cameras

RealHePoNet: a robust single-stage ConvNet for head pose estimation in the wild

GaitCopy: Disentangling Appearance for Gait Recognition by Signature Copy

UGaitNet: Multimodal Gait Recognition With Missing Input Modalities

Editorial for special section at Pattern Recognition Letters - IbPRIA 2019

Multimodal feature fusion for CNN-based gait recognition: an empirical comparison

MuPeG—The Multiple Person Gait Framework

A cross-dataset deep learning-based classifier for people fall detection and identification

Collaborators (13)

Andrew Zisserman

Rafael Marcos Luque Baena

Rafael Medina-Carnicer

EDUARDO CASILARI

Rafael Muñoz-Salinas

Miguel Cazorla

ALESSANDRO GALDELLI

Pedro Jordano

Antonio Pertusa

Francisco J. Romero-Ramirez

Miguel Ángel Muñoz Mohedano

Ezequiel López-Rubio

Nicolas Guil

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