Amaia Salvador

Contributions while at GPI

Journal Articles

2020
M. Bellver, Salvador, A., Torres, J., and Giró-i-Nieto, X., “Mask-guided sample selection for Semi-Supervised Instance Segmentation”, Multimedia Tools and Applications, 2020. DOI Google Scholar BibTex (2.2 MB)

2016
A. Carlier, Salvador, A., Cabezas, F., Giró-i-Nieto, X., Charvillat, V., and Marques, O., “Assessment of Crowdsourcing and Gamification Loss in User-Assisted Object Segmentation”, Multimedia Tools and Applications, vol. 23, no. 75, 2016. DOI Google Scholar BibTex (5.05 MB)

Book Chapters and Books

2017
E. Mohedano, Salvador, A., McGuinness, K., Giró-i-Nieto, X., O'Connor, N., and Marqués, F., “Object Retrieval with Deep Convolutional Features”, in Deep Learning for Image Processing Applications, vol. 31, Amsterdam, The Netherlands: IOS Press, 2017. DOI Google Scholar BibTex

Conference Papers

2019
M. Bellver, Salvador, A., Torres, J., and Giró-i-Nieto, X., “Budget-aware Semi-Supervised Semantic and Instance Segmentation”, in CVPR 2019 DeepVision Workshop, Long Beach, CA, USA, 2019. Google Scholar BibTex (6.59 MB)
A. Duarte, Roldán, F., Tubau, M., Escur, J., Pascual-deLaPuente, S., Salvador, A., Mohedano, E., McGuinness, K., Torres, J., and Giró-i-Nieto, X., “Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks”, in ICASSP, Brighton, UK, 2019. DOI Google Scholar BibTex (4.42 MB)
C. Ventura, Bellver, M., Girbau, A., Salvador, A., Marqués, F., and Giró-i-Nieto, X., “RVOS: End-to-End Recurrent Network for Video Object Segmentation”, in CVPR, Long Beach, CA, USA, 2019. Google Scholar BibTex (5.76 MB)
A. Salvador, Drozdzal, M., Giró-i-Nieto, X., and Romero, A., “Inverse Cooking: Recipe Generation from Food Images”, in CVPR, Long Beach, CA, USA, 2019. Google Scholar BibTex

2018
A. Salvador, Bellver, M., Baradad, M., Campos, V., Marqués, F., Torres, J., and Giró-i-Nieto, X., “Recurrent Neural Networks for Semantic Instance Segmentation”, in ECCV 2018 Women in Computer Vision (WiCV) Workshop, 2018. Google Scholar BibTex (2.55 MB)

Theses

2019
A. Salvador, “Computer Vision beyond the visible: Image understanding through language”, Universitat Politecnica de Catalunya, Barcelona, 2019. Google Scholar BibTex

Other

2018
F. Roldán, “Speech-conditioned Face Generation with Deep Adversarial Networks”. 2018. Google Scholar BibTex (1.79 MB)	Ms Thesis

2017
A. Salvador, “MIT is building a system that can identify a recipe using pictures of food”, 2017. . Google Scholar BibTex	Web Article
A. Salvador, “Snap a photo, get a recipe: pic2recipe uses AI to predict food ingredients”, 2017. . Google Scholar BibTex	Web Article
A. Salvador, “Artificial intelligence suggests recipes based on food photos”, 2017. . Google Scholar BibTex	Web Article

2016
A. Ferri, “Object Tracking in Video with TensorFlow”. 2016. Google Scholar BibTex (22.63 MB)	Ms Thesis

Projects

	Cross-modal Deep Learning between Vision, Language, Audio and Speech	European	Oct 2018	Sep 2021
	SGR17 - Image and Video Processing Group	National	Jan 2017	Sep 2021
	BigGraph - Heterogeneous information and graph signal processing for the Big Data era. Application to high-throughput, remote sensing, multimedia and human computer interfaces.	National	Jan 2014	Dec 2017
	SGR14 - Image and Video Processing Group	National	Jan 2014	Apr 2017

Research Areas

	Language and Vision	Internal	Feb 2016	Dec 2021
	Region-based image and video processing	Internal	Jan 1992	Dec 2020
	Deep learning	Internal	Jun 2014	Dec 2020
	Multimedia Retrieval	Internal	Sep 2001	Dec 2018
	Crowdsourcing	Internal	Jan 2013	Dec 2015

Demos and Resources

	UPC at CVPRW ActivityNet Challenge 2016	Software	Jun 2016
	Faster R-CNN Features for Instance Search (software)	Software	May 2016
	C3D Model for Keras trained over Sports 1M	Software	Apr 2016
	Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction (software)	Software	Mar 2016
	Terrassa Buildings 4126	Dataset	Dec 2015
	Cultural Event Recognition with Computer Vision (software)	Software	Mar 2015
	Filters of users and clicks for noisy interactions in object segmentation	Software	Feb 2015
	Pyxel, a Python library for the automatic annotation of web photos	Software	Jan 2015
	Click'n'Cut: Online interactive segmentation	Demo	Oct 2014
	Simulator of Clicks and Object Segmentation for Ask'n'Seek	Software	Jul 2013
	User traces and additional simulated results from Ask'n'Seek	Results	Jul 2013