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Javier Macias-Guarasa's Projects

cvs2svn icon cvs2svn

Migrate CVS repositories to Subversion or Git. This site supersedes the old tigris.org site, which has shut down.

devicely-fork icon devicely-fork

Devicely: A Python package for reading, timeshifting and writing sensor data

dpdnet icon dpdnet

This paper proposes a deep learning-based method to detect multiple people from a single overhead depth image with high precision. Our neural network, called DPDnet, is composed by two fully-convolutional encoder-decoder blocks built with residual layers. The main block takes a depth image as input and generates a pixel-wise confidence map, where each detected person in the image is represented by a Gaussian-like distribution, The refinement block combines the depth image and the output from the main block, to refine the confidence map. Both blocks are simultaneously trained end-to-end using depth images and ground truth head position labels. The paper provides a rigorous experimental comparison with some of the best methods of the state-of-the-art, being exhaustively evaluated in different publicly available datasets. DPDnet proves to outperform all the evaluated methods with statistically significant differences, and with accuracies that exceed 99%. The system was trained on one of the datasets (generated by the authors and available to the scientific community) and evaluated in the others without retraining, proving also to achieve high accuracy with varying datasets and experimental conditions. Additionally, we made a comparison of our proposal with other CNN-based alternatives that have been very recently proposed in the literature, obtaining again very high performance. Finally, the computational complexity of our proposal is shown to be independent of the number of users in the scene and runs in real time using conventional GPUs.

frida icon frida

A high-resolution direction-of-arrival finding algorithm relying on finite rate of innovation sampling with a robust reconstruction algorithm.

functional-adl-reco-forked icon functional-adl-reco-forked

Reference code repo for our paper "A Step Towards Automated Functional Assessment of Activities of Daily Living"

gen-qr-email icon gen-qr-email

Process cvs file to process simple csv file to generate and send qr's from URLs

github-tools icon github-tools

Will keep some github tools developed along time, as we need them in our group

pdf-form-id-fill icon pdf-form-id-fill

Python scripts to identify field in pdf forms and fill them easily (from command line/ini file)

phd-tfm-tfg-latextemplate icon phd-tfm-tfg-latextemplate

This repo contains a generic template for PhD, Msc (TFM) and BsC (TFG) thesis documents mainly designed to be used at the University of Alcala (UAH)

phi-otdr_dataset_and_codes icon phi-otdr_dataset_and_codes

This dataset contains six types of events, including background noise, digging, knocking, shaking, watering and walking, with a total of 15,612 samples. We also publicize codes for two common baseline models, which are the SVM (support vector machine, 1D method) and CNN (convolutional neural network, 2D approach) models

pyroomacoustics icon pyroomacoustics

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

speach-geintra icon speach-geintra

🐍🍑 Python 3 library for managing, annotating, and converting natural language corpuses using popular formats (CoNLL, ELAN, Praat, CSV, JSON, SQLite, VTT, Audacity, TTL, TIG, ISF, etc.). Some updates from the GEINTRA research group.

synology_hdd_db icon synology_hdd_db

Add your HDD, SSD and NVMe drives to your Synology's compatible drive database

xournal-jmg icon xournal-jmg

Simple lua plugin for xournal++ (key bindings for colors and a couple of tools)

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