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List of works by Stefano Soatto

A Complexity-Distortion Approach to Joint Pattern Alignment

scientific article published in January 2007

A Geometric Interpretation of Stochastic Gradient Descent Using Diffusion Metrics

scientific article published on 15 January 2020

A geometric approach to shape from defocus

scientific article published in March 2005

A variational approach to problems in calibration of multiple cameras

scientific article published in August 2007

Adaptive Regularization of Some Inverse Problems in Image Analysis

scientific article published on 24 December 2019

Adaptive regularization with the structure tensor

scientific article published on 6 March 2015

Biopsy needle detection in transrectal ultrasound.

scientific article published on 4 May 2011

Classification and recognition of dynamical models: the role of phase, independent components, kernels and optimal transport

scientific article

Controlled Recognition Bounds for Visual Learning and Exploration

scientific article published in January 2012

Detachable Object Detection: Segmentation and Depth Ordering from Short-Baseline Video

scientific article published on October 1, 2012

Detecting Humans via Their Pose

scientific article published in January 2007

Dynamic shape and appearance models

scientific article published in December 2006

Embedded Imagers: Detecting, Localizing, and Recognizing Objects and Events in Natural Habitats

Enforcing local context into shape statistics

Entropy-Scale Profiles for Texture Segmentation

Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction

Information Dropout: Learning Optimal Representations Through Noisy Computation

scientific article published on 10 January 2018

Integral invariants for shape matching

scientific article published in October 2006

Intraocular robotic interventional surgical system (IRISS): Semi-automated OCT-guided cataract removal

scientific article published on 28 August 2018

Joint data alignment up to (lossy) transformations

Knowing a Good Feature When You See It: Ground Truth and Methodology to Evaluate Local Features for Recognition

article by Andrea Vedaldi et al published 2010 in Studies in Computational Intelligence

Mathematics of Deep Learning

academic article

Moving Forward in Structure From Motion

Multimodal registration via spatial-context mutual information.

scientific article

Multiple Instance Filtering

scientific article published in January 2011

Observability of Linear Hybrid Systems

Occlusion Detection and Motion Estimation with Convex Optimization

Predicting Training Time Without Training

scientific article published in November 2020

Relaxed matching kernels for robust image comparison

Shape Matching Using Multiscale Integral Invariants

scientific article published on 01 January 2015

Shape from defocus via diffusion

scientific article published in March 2008

Targeted Adversarial Perturbations for Monocular Depth Prediction

The scale of a texture and its application to segmentation

Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence

Unsupervised Moving Object Detection via Contextual Information Separation

scientific article

Unsupervised multiphase segmentation: A recursive approach

article published in 2009

Viewpoint Induced Deformation Statistics and the Design of Viewpoint Invariant Features: Singularities and Occlusions