Carles Ventura
Contributions while at GPI
Journal Articles
“RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation”, Multimedia Tools and Applications, 2022.![]() |
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“Multiresolution co-clustering for uncalibrated multiview segmentation”, Signal Processing: Image Communication, 2019.![]() |
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“Improving retrieval accuracy of Hierarchical Cellular Trees for generic metric spaces”, Multimedia Tools and Applications, 2013.![]() |
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Book Chapters and Books
“Hierarchical Navigation and Visual Search for Video Keyframe Retrieval”, in Advances in Multimedia Modeling, vol. 7131, Springer Berlin / Heidelberg, 2012, pp. 652-654. | ,
Conference Papers
“SynthRef: Generation of Synthetic Referring Expressions for Object Segmentation”, in NAACL Visually Grounded Interaction and Language (ViGIL) Workshop, Virtual, 2021.![]() |
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“Curriculum Learning for Recurrent Video Object Segmentation”, in ECCV 2020 Women in Computer Vision Workshop, 2020.![]() |
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“RVOS: End-to-End Recurrent Network for Video Object Segmentation”, in CVPR, Long Beach, CA, USA, 2019.![]() |
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“Video Object Linguistic Grounding”, in ACM Multimedia Workshop on Multimodal Understanding and Learning for Embodied Applications (MULEA), Nice, France, 2019.![]() |
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“Recurrent Instance Segmentation using Sequences of Referring Expressions”, in NeurIPS workshop on Visually Grounded Interaction and Language (ViGIL), Vancouver, Canada, 2019.![]() |
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Theses
“Visual Object Analysis using Regions and Local Features”, 2016.![]() |
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Other
“Object Detection with Deep Learning”. 2021. | ,Presentation |
“Object Model Adaptation for Multiple Object Tracking”, 2021.![]() |
, Report |
“Curriculum Learning for Recurrent Video Object Segmentation”. 2020. | ,Ms Thesis |
“Image Segmentation with Deep Learning”. 2020. | ,Presentation |
“Recurrent Instance Segmentation with Linguistic Referring Expressions”. 2019.![]() |
, Ms Thesis |
Projects
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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 |
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SGR14 - Image and Video Processing Group | National | Jan 2014 | Apr 2017 |
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MuViPro - Multicamera Video Processing | National | Jan 2011 | Aug 2014 |
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SGR09 - Processament de Video Multicamera | National | Oct 2009 | Dec 2013 |
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Buscamedia - Hacia una adaptación semántica de medios digitales multi-red multi-terminal | National | Jan 2010 | Dec 2012 |
Research Areas
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Multimedia Retrieval | Internal | Sep 2001 | Dec 2018 |
Demos and Resources
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Automatic Keyframe Selection over TVC database | Results | Jun 2013 |
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GOS, Graphical Object Searcher | Software | Jul 2012 |