Funded Projects

  • Visual Distortion Metric in Omnidirectional Imaging, Youtube (2019)
  • More with Less – Interpretable and Structured Data Science, SDSC PhD Fellowship (2019-2023)
  • GRAM: Graph Signal Comparison Metric, Hasler Foundation (2019)
  • DeepVision, SV iPhD Program (2019)
  • EMMALYN – Towards explainable machine learning, Google Faculty Research Award (2018)
  • Visual Distortion Analysis in 360 Videos, Google (2018-2019)
  • iLearn: Interpretable Learning Methods for Immunotherapy – SDSC Data Science Project (2017-2019)
  • ROBERT: Robustness analysis towards better understanding of neural nets Hasler Foundation (2017-2018)
  • Immersive Omnidirectional Content Navigation, Swisscom (2017)
  • Immersive Explorations in 360Video Compression, Google (2016-2017)
  • Light Field Imaging, Ricoh Innovations (2016)
  • Immersive Omnidirectional Video Communications, Google (2015-2016)
  • CORA: Constructive Methods for Computing Classifiers Robustness to Adversarial Noise Hasler Foundation (2015-2016)
  • LOGAN: Learning of Graphs for Structured Signals Hasler Foundation (2014-2015)
  • CONCERT: A Context-Adaptive Content Ecosystem Under Uncertainty, CHISTERA FNS 20CH21_151569 (2014-2016)
  • NURIS: New multiview video representation methods in interactive communication systems FNS 200021_149800 (2014-2016)
  • TIGER: Transformation-invariant geometric image representations FNS 200021_143999 (2012-2014)
  • DEMIS: Multi-sensor detection of intrusion in access controlled zones CTI 14805.1 PFES-ES (2012-2013)
  • NORIA: Novel image representation for future interactive multiview systems Hasler Foundation (2012-2013)
  • EDGAR: Eigen-Summary of Multi-Layer Data Graphs, Hasler Foundation (2012-2013)
  • Depth-of-interest compression for Multiview Videos, Sino Swiss Science and Technology Cooperation Program (2012)
  • PeQAS: Personalized and high QoE video services with Adaptive distributed Streaming, CTI – 13175.1 PFES-ES (2012-2015)
  • CORE: Collection and reconstruction of correlated data in adhoc sensor networks, FNS 200021_138083 (2011-2012)
  • Omnidirectional imaging in Videoconferencing, Logitech (2011)
  • QoSTREAM: Video Quality Driven Multimedia Streaming in Mobile Wireless Networks, EU FP7-PEOPLE-2011-IRSES (2011-2015)
  • GSP: Signal Processing on Graphs and Fundamental Problems in Machine Learning and Sensor Networks, FNS 200021_135493 (2011-2014)
  • On Duality between Approximate Decoding for Network Coding and Compressive Sensing, Korean-Swiss Science and Technology Cooperation (2010)
  • Manifold models for transformation-invariant analysis of visual signals, FNS 200020_132772 (2010-2012)
  • Free View Point Rendering in VideoConferencing with Omnicams, Logitech (2010)
  • Analysis of video quality in streaming applications, Cisco (2010-2011)
  • Free View Point Video Delivery in Overlay Networks, FNS 200021_126894 (2010-2012)
  • Eye-Gaze Correction in HD Videoconferencing, Swisscom (2009-2010)
  • Socio-Geographic Graphs and Social Affinity Maps, Nokia Research (2009-2012)
  • sFSA: sparse Financial Stream Analytics, IBM Research Exploratory Stream Analytics Award, 2008
  • Semantic dimensionality reduction of high dimensional multimedia data, FNS 200021_120060, (2008-2010)
  • Autonomous Production of Images based on Distributed and Intelligent Sensing, APIDIS (2008-2010)
  • Sampling, representation and distributed coding of dynamic 3D scenes, FNS 200020_120063 (2008-2009)
  • Adaptive Coding for Distributed Media Streaming, FNS 200021-118230 (2008-2010)
  • Multi-source image representation for joint processing and coding, IM2.VP (2006-2008)
  • Distributed Coding of the Plenoptic Function, FNS 20001-107970/1 (2005-2008)
  • Distributed coding and streaming of the plenoptic function, ISJRP (2006-2008)
  • Low bit rate video compression, FNS 200020-109409 (2006-2008)
  • Scalable Video Content Dissemination in Large Scale Distributed Network of Atoms (S-DNA) CTI – 7388.2 ESPP-ES (2005-2007)
  • Massive Media Data Analysis, IBM Research Faculty Award, 2005
  • Multimedia Communications, IM2.SA (2004-2006)
  • Wireless Video Streaming, Flash Networks (2004, mandate project)
  • Pervasive Rich Media Delivery, FNS – PP002-68737 (2003-2007)