Refereed Conferences and Journals

2018

  • Normalized Blind Deconvolution
    M. Jin, S. Roth, P. Favaro, in European Conference on Computer Vision (ECCV), 2018.
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  • Understanding Degeneracies and Ambiguities in Attribute Transfer
    A. Szabó, Q. Hu, T. Portenier, M. Zwicker, P. Favaro, in European Conference on Computer Vision (ECCV), pp. 700-714, 2018.
  • Deep Bilevel Learning
    S. Jenni and P. Favaro, in European Conference on Computer Vision (ECCV), pp. 618-633, 2018.
  • Self-Supervised Feature Learning by Learning to Spot Artifacts
    S. Jenni, and P. Favaro, in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
  • Boosting Self-Supervised Learning via Knowledge Transfer
    M. Noroozi, A. Vinjimoor, P. Favaro and H. Pirsiavash, in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
  • Learning to Extract a Video Sequence from a Single Motion-Blurred Image
    M. Jin, G. Meishvili, and P. Favaro, in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
  • Disentangling Factors of Variation by Mixing Them
    Q. Hu, A. Szabó, T. Portenier, M. Zwicker and P. Favaro, in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
  • Fine-Grained Retrieval with Autoencoders
    T. Portenier, Q. Hu, M. Zwicker and P. Favaro, in Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 5, pp. 85-95, 2018.
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  • FaceShop: Deep Sketch-based Image Editing
    T. Portenier, Q. Hu, A. Szabó, S. Bigdeli, P. Favaro, M. Zwicker, in SIGGRAPH, 2018.
  • Challenges in Disentangling Independent Factors of Variation
    A. Szabó, Q. Hu, T. Portenier, M. Zwicker, P. Favaro, in International Conference on Learning Representations (ICLR workshop — poster only), 2018.
  • Learning Face Deblurring Fast and Wide
    M. Jin, M. Hirsch and P. Favaro, in Proc. of New Trends in Image Restoration and Enhancement workshop, 2018.
  • Learning to See through Reflections
    M. Jin, S. Süsstrunk and P. Favaro, in Proc. of International Conference on Computational Photography (ICCP), 2018. (oral)
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  • Plenoptic Image Motion Deblurring
    P. Chandramouli, M. Jin, D. Perrone and P. Favaro, in IEEE Transactions on Image Processing, 2018.

2017

  • Deep Mean-Shift Priors for Image Restoration
    S. A. Bigdeli, M. Jin, P. Favaro and M. Zwicker, in Neural Information Processing Systems (NIPS), 2017.
  • Representation Learning by Learning to Count
    M. Noroozi, H. Pirsiavash and P. Favaro, in International Conference on Computer Vision (ICCV), 2017. (oral)
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  • SmartSketcher: Sketch-based Image Retrieval with Dynamic Semantic Re-ranking
    T. Portenier, Q. Hu, P. Favaro and M. Zwicker, in Expressive, 2017.
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  • Motion Deblurring in the Wild
    M. Noroozi, P. Chandramouli and P. Favaro, in German Conference on Pattern Recognition (GCPR), 2017.
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  • Noise-blind image deblurring
    M. Jin, S. Roth, and P. Favaro, in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, 2017.

2016

  • Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles
    Mehdi Noroozi and Paolo Favaro, in European Conference on Computer Vision (ECCV), 2016.
  • 3D Face Reconstruction with Silhouette Constraints
    Q. Hu, M. Zwicker P. Favaro, in Vision, Modeling, and Visualization, 2016.
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  • Synchronization of Independently Moving Cameras via Motion Recovery
    T. Gaspar, P. Oliveira and P. Favaro, in SIAM Journal on Imaging Sciences, vol. 9, no. 3, pp. 869-900, 2016.
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  • ConvNet-based Depth Estimation, Reflection Separation and Deblurring of Plenoptic Images
    P. Chandramouli, M. Noroozi and P. Favaro, in Asian Conference on Computer Vision (ACCV), 2016.
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2015

  • A Clearer Picture of Total Variation Blind Deconvolution
    D. Perrone and P. Favaro, in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015.
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  • A Logarithmic Image Prior for Blind Deconvolution
    D. Perrone and P. Favaro, in International Journal of Computer Vision (IJCV), pp. 1-14, 2015.
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  • Blind Deconvolution via Lower-Bounded Logarithmic Image Priors
    D. Perrone, R. Diethelm and P. Favaro, in International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), 2015.
  • Bilayer Blind Deconvolution with the Light Field Camera
    M. Jin, P. Chandramouli and P. Favaro, in IEEE International Conference on Computer Vision Workshop (ICCV Inverse Rendering Workshop), 2015.
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  • Building the View Graph of a Category by Exploiting Image Realism
    A. Szabó, A.Vedaldi and P. Favaro, in 5th International IEEE Workshop on 3D Representation and Recognition (3dRR-15), ICCV, 2015.
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  • A Convex Solution to Disparity Estimation from Light Fields via the Primal-Dual Method
    M. Hosseini Kamal, P. Favaro and P. Vandergheynst, in International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), 2015.
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2014

  • Coded Aperture Flow
    A. Sellent and P. Favaro, in Proceedings of the German Conference on Pattern Recognition, pp. 1-11, 2014.
  • Low Rank Subspace Clustering
    R. Vidal and P. Favaro, in Pattern Recognition Letters, vol. 43, pp. 47–61, 2014.
  • Optimized Aperture Shapes for Depth Estimation
    A. Sellent and P. Favaro, in Pattern Recognition Letters, pp. 96-103, 2014.
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  • A Closed-Form, Consistent and Robust Solution to Uncalibrated Photometric Stereo Via Local Diffuse Reflectance Maxima
    T. Papadhimitri and P. Favaro, in International Journal of Computer Vision, vol. 107, no. 2, pp. 139-154, 2014.
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  • Total Variation Blind Deconvolution: The Devil is in the Details
    D. Perrone and P. Favaro, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
  • Which Side of the Focal Plane are You on?
    A. Sellent and P. Favaro, in IEEE Conference on Computational Photography (ICCP), 2014.
  • Synchronization of two independently moving cameras without feature correspondences
    T. Gaspar, P. Oliveira and P. Favaro, in European Conference on Computer Vision (ECCV), 2014.
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  • Uncalibrated Near-Light Photometric Stereo
    T. Papadhimitri and P. Favaro, in Proceedings of the British Machine Vision Conference, 2014.
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  • Anamorphic Pixels for Multi-Channel Superresolution
    A. Oberdoerster, P. Favaro and H. Lensch, in IEEE Conference on Computational Photography (ICCP), 2014.
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2013

  • Optimising Aperture Shapes for Depth Estimation
    A. Sellent and P. Favaro, in Workshop on Vision, Modeling and Visualization (VMV), 2013.
  • Sparse representation based action and gesture recognition
    S. Bomma, N. Robertson and P. Favaro, in IEEE International Conference on Image Processing (ICIP), 2013.
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  • A New Perspective on Uncalibrated Photometric Stereo
    T. Papadhimitri and P. Favaro, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
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2012

  • The Light Field Camera: Extended Depth of Field, Aliasing and Super-resolution
    T. Bishop and P. Favaro, in IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 34, no. 5, pp. 972-986, 2012.
  • Evaluation of image deblurring methods via a classification metric
    D. Perrone, D. Humphreys, R. Lamb and P. Favaro, in Proc. SPIE Electro-Optical Remote Sensing, Photonic Technologies, and Applications VI, 2012.
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  • A Closed-Form Solution to Uncalibrated Photometric Stereo via Diffuse Maxima
    P. Favaro and T. Papadhimitri, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 821-828, 2012.
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  • Image Priors for Image Deblurring with Uncertain Blur
    D. Perrone, A. Ravichandran, R. Vidal and P. Favaro, in Proceedings of the British Machine Vision Conference, 2012.
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  • A split-sensor light field camera for extended depth of field and superresolution
    P. Favaro, in Proc. SPIE Optics, Photonics, and Digital Technologies for Multimedia Applications II, pp. 821-828, 2012.
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2011

  • Depth estimation from a video sequence with moving and deformable objects
    M. Martinello and P. Favaro, in IET Conference on Image Processing, pp. 1-6, 2011.
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  • Single Image Blind Deconvolution with Higher-Order Texture Statistics
    M. Martinello and P. Favaro, in Video Processing and Computational Video, Dagstuhl Proceedings, pp. 124-151, 2011.
  • Fragmented Aperture Imaging for Motion and Defocus Deblurring
    M. Martinello and P. Favaro, in IEEE International Conference on Image Processing (ICIP), pp. 3413-3416, 2011.
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  • Coded Aperture Videography
    M. Martinello and P. Favaro, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Demos, pp. 124-151, 2011.
  • A Closed Form Solution to Robust Subspace Estimation and Clustering
    P. Favaro, R. Vidal and A. Ravichandran, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1801-1807, 2011.
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2010

  • Textureless Macula Swelling Detection with Multiple Retinal Fundus Images
    L. Giancardo, F. Meriaudeau, T. P. Karnowski, K. W. Tobin Jr., E. Grisan, P. Favaro, A. Ruggeri and E. Chaum, in IEEE Transactions on Biomedical Engineering, 2010.
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  • A Convex Multi-View Stereo Formulation with Robustness to Occlusions and Time-Varying Clutter
    Q. Dou and P. Favaro, in ACM Indian Conference on Computer Vision, Graphics and Image Processing, pp. 243-250, 2010.
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  • A Unified Approach to Segmentation and Categorization of Dynamic Textures
    A. Ravichandran, P. Favaro and R. Vidal, in Asian Conference on Computer Vision (ACCV), pp. 425-438, 2010.
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  • Full-Resolution Depth Map Estimation from an Aliased Plenoptic Light Field
    T. E. Bishop and P. Favaro, in Asian Conference on Computer Vision (ACCV), pp. 186-200, 2010.
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  • A Bayesian Approach to Shape From Coded Aperture
    M. Martinello, T. E. Bishop and P. Favaro, in IEEE International Conference on Image Processing (ICIP), pp. 3521-3524, 2010.
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  • Recovering Thin Structures via Nonlocal-Means Regularization with Application to Depth from Defocus
    P. Favaro, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1133-1140, 2010.
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2009

  • Plenoptic Depth Estimation From Multiple Aliased Views
    T. E. Bishop and P. Favaro, in IEEE International Conference on Computer Vision Workshops (ICCV Workshops), pp. 1622-1629, 2009.
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  • Nonlocal Similarity Image Filtering
    Y. Lou, P. Favaro, S. Soatto, and A. Bertozzi, in Image Analysis and Processing (ICIAP), pp. 62-71, 2009.
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  • Light Field Superresolution
    T. E. Bishop, S. Zanetti, and P. Favaro, in IEEE International Conference on Computational Photography (ICCP), 2009.
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2008

  • Shape from Defocus via Diffusion
    P. Favaro, S. Soatto, M. Burger and S. Osher, in IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 30, no. 3, pp. 518-531, 2008.
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  • A Theory of Defocus via Fourier Analysis
    P. Favaro and A. Duci, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1-8, 2008.
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  • Off-Axis Aperture Camera: 3D Shape Reconstruction and Image Restoration
    Q. Dou and P. Favaro, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1-7, 2008.
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2007

  • Shape from Focus and Defocus: Convexity, Quasiconvexity, and Defocus-Invariant Textures
    P. Favaro, in IEEE International Conference on Computer Vision (ICCV), pp. 1-7, 2007.
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  • Boosting Invariance and Efficiency in Supervised Learning
    A. Vedaldi, P. Favaro, E. Grisan, in IEEE International Conference on Computer Vision (ICCV), pp. 1-8, 2007.
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  • Autocalibration and Uncalibrated Reconstruction of Shape from Defocus
    Y. Lou, P. Favaro, A. Bertozzi and S. Soatto, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1-8, 2007.
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  • 3-D Retinal Surface Inference: Stereo or Monocular Fundus Camera?
    M. Martinello, P. Favaro, G. M. Nieto, A. Harvey, E. Grisan, F. Scarpa and A. Ruggeri, in Proc. of the IEEE Engineering in Medicine and Biology Society, pp. 896-899, 2007.
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  • DynamicBoost: Boosting Time Series Generated by Dynamical Systems
    R. Vidal and P. Favaro, in IEEE International Conference on Computer Vision (ICCV), pp. 1-6, 2007.
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2006

  • Defocus Inpainting
    P. Favaro and E. Grisan, in European Conference on Computer Vision (ECCV), pp. 349-359, 2006.
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2005

  • A Geometric Approach to Shape from Defocus
    P. Favaro and S. Soatto, in IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 27, no. 3, pp. 406-417, 2005.
  • Using Frontier Points to Recover Shape, Reflectance and Illumination
    G. Vogiatzis, P. Favaro and R. Cipolla, in IEEE International Conference on Computer Vision (ICCV), pp. 228-235, 2005.
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  • KALMANSAC: Causal Inference of Dynamic Processes in the Presence of Outliers
    A. Vedaldi, H. Jin, P. Favaro and S. Soatto, in IEEE International Conference on Computer Vision (ICCV), pp. 633-640, 2005.
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  • Visual Tracking in the Presence of Motion Blur
    H. Jin, P. Favaro and R. Cipolla, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 18-25, 2005.
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2004

  • A Variational Approach to Scene Reconstruction and Image Segmentation from Motion-Blur Cues
    P. Favaro and S. Soatto, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 631-637, 2004.
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  • Scene and Motion Reconstruction from Defocused and Motion-Blurred Images via Anisotropic Diffusion
    P. Favaro, M. Burger, and S. Soatto, in European Conference on Computer Vision (ECCV), pp. 257-269, 2004.
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2003

  • Observing Shape from Defocused Images
    P. Favaro, A. Mennucci and S. Soatto, in International Journal of Computer Vision, vol. 52, no. 1, pp. 25-43, 2003.
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  • A Semi-direct Approach to Structure From Motion
    H. Jin, P. Favaro and S. Soatto, in The Visual Computer, vol. 19, pp. 1-18, 2003.
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  • Exploiting T-junctions in multiple view geometry
    P. Favaro, A. Duci, Y. Ma, and S. Soatto, in IEEE International Conference on Computer Vision (ICCV), pp. 479-486, 2003.
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  • Dynamic texture segmentation
    G. Doretto, D. Cremers, P. Favaro, and S. Soatto, in IEEE International Conference on Computer Vision (ICCV), pp. 1236-1242, 2003.
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  • 3D Shape from Anisotropic Diffusion
    P. Favaro, S. J. Osher, S. Soatto and L. A. Vese, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 179-186, 2003.
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  • Seeing Beyond Occlusions (and other marvels of a finite lens aperture)
    P. Favaro and S. Soatto, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 579-586, 2003.
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2002

  • Structure from Motion Causally Integrated over Time
    A. Chiuso, P. Favaro, H. Jin and S. Soatto, in IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 24, no. 4, pp. 523-35, 2002.
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  • Learning shape from defocus
    P. Favaro and S. Soatto, in European Conference on Computer Vision (ECCV), pp. 735-745, 2002.
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  • A Variational Approach to Shape from Defocus
    H. Jin and P. Favaro, in European Conference on Computer Vision (ECCV), pp. 18-30, 2002.
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2001

  • Semidirect Structure from Motion
    P. Favaro, H. Jin and S. Soatto, in IEEE International Conference on Image Analysis and Processing, pp. 250-255, 2001.
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  • Real-time Virtual Object Insertion
    P. Favaro, H. Jin and S. Soatto, in IEEE International Conference on Computer Vision (ICCV) - Demo Session, pp. 749, 2001.
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  • Real-time Feature Tracking and Outlier Rejection with Changes in Illumination
    H. Jin, P. Favaro and S. Soatto, in IEEE International Conference on Computer Vision (ICCV), pp. 684-689, 2001.
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2000

  • Real-time 3-D Motion and Structure from Point Features: a Front-end System for Vision-based Control and Interaction
    P. Favaro and S. Soatto, in IEEE Conference on Computer Vision and Pattern Recognition - Demo Session (CVPR), pp. 778, 2000.
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  • A Geometric Approach to Blind Deconvolution with Application to Shape from Defocus
    S. Soatto and P. Favaro, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 10-17, 2000.
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  • Shape and Radiance Estimation under Positivity Constraints From the Information Divergence of Blurred Images
    P. Favaro and S. Soatto, in European Conference on Computer Vision (ECCV), pp. 755-768, 2000.
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  • Mfm: 3-D Motion and Structure Causally Integrated over Time Part II: Implementation
    A. Chiuso, P. Favaro, H. Jin and S. Soatto, in European Conference on Computer Vision (ECCV), pp. 734-750, 2000.
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Books

  • 3-D Shape Estimation and Image Restoration Exploiting Defocus and Motion-blur
    P. Favaro and S. Soatto, Springer-Verlag, 2006.

Patents

  • System and Method for Semantic Indexing and Navigation of Volumetric Images
    A. Chackraborty, B. Georgescu, N. Petrovich, P. Favaro, and D. Comaniciu, US Docket 2005P16866US01, 2005. (Provisional Patent)
  • System and Method for Fetal Biometric Measurements from Ultrasound Data and Fusion of Same for Estimation of Fetal Gestational Age
    G. Carneiro, S. Good, B. Georgescu, P. Favaro, and D. Comaniciu, US Docket 2005P14550US01, 2005. (Provisional Patent)
  • Image Processing Methods and Apparatus
    R. Cipolla, G. Vogiatzis, and P. Favaro, UK Patent Application No. 0520829.3, PCT/GB2006/050325, 2005. (Provisional Patent)