List of works - Roland Kwitt

A shooting formulation of deep learning ⬇️

scientific article published in November 2020

An empirical assessment of appearance descriptors applied to MRI for automated diagnosis of TLE and MCI

scientific article published on 23 December 2019

Brain extraction from normal and pathological images: A joint PCA/Image-Reconstruction approach

Comparing Object Recognition in Humans and Deep Convolutional Neural Networks-An Eye Tracking Study

scientific article published on 06 October 2021

Compressing Networks with Super Nodes

scientific article published on 18 July 2018

Deep Learning with Topological Signatures ⬇️

scientific article published in January 2017

Do we need annotation experts? A case study in celiac disease classification

scientific article published on 01 January 2014

EFFICIENT REGISTRATION OF PATHOLOGICAL IMAGES: A JOINT PCA/IMAGE-RECONSTRUCTION APPROACH. ⬇️

scientific article

Efficient Texture Image Retrieval Using Copulas in a Bayesian Framework ⬇️

scientific article published on January 28, 2011

Fast predictive simple geodesic regression

scientific article published on 12 June 2019

Group Testing for Longitudinal Data

scientific article

Image-Based Methods for Phase Estimation, Gating, and Temporal Superresolution of Cardiac Ultrasound

scientific article published on 24 April 2018

Improving pit-pattern classification of endoscopy images by a combination of experts

scientific article published on 01 January 2009

Learning pit pattern concepts for gastroenterological training

scientific article published on 01 January 2011

Lightweight detection of additive watermarking in the DWT-domain

scientific article published on 9 August 2010

Lightweight probabilistic texture retrieval

scientific article

Low-Rank Atlas Image Analyses in the Presence of Pathologies.

scientific article

Low-rank to the rescue - atlas-based analyses in the presence of pathologies

scientific article published on 01 January 2014

Metric Learning for Image Registration

scientific article published on 01 June 2019

Parametric Regression on the Grassmannian

scientific article published on 12 January 2016

Patient-Specific Registration of Pre-operative and Post-recurrence Brain Tumor MRI Scans

scientific article published on 26 January 2019

Quest for the best endoscopic imaging modality for computer-assisted colonic polyp staging

scientific article published on 01 March 2019

Quicksilver: Fast predictive image registration - A deep learning approach

scientific article

Recognition in ultrasound videos: where am I?

scientific article published on 01 January 2012

Registration of Pathological Images

scientific article published on 23 September 2016

SCOLIOSIS SCREENING AND MONITORING USING SELF CONTAINED ULTRASOUND AND NEURAL NETWORKS.

scientific article

Statistical Topological Data Analysis - A Kernel Perspective ⬇️

Statistical atlas construction via weighted functional boxplots

scientific article

Studying cerebral vasculature using structure proximity and graph kernels

scientific article published on 01 January 2013

Time-warped geodesic regression

scientific article published on 01 January 2014

Training of polyp staging systems using mixed imaging modalities

scientific article published on 04 May 2018

Weighted functional boxplot with application to statistical atlas construction

scientific article published on 01 January 2013

List of works by Roland Kwitt

A shooting formulation of deep learning ⬇️

An empirical assessment of appearance descriptors applied to MRI for automated diagnosis of TLE and MCI

Brain extraction from normal and pathological images: A joint PCA/Image-Reconstruction approach

Comparing Object Recognition in Humans and Deep Convolutional Neural Networks-An Eye Tracking Study

Compressing Networks with Super Nodes

Deep Learning with Topological Signatures ⬇️

Do we need annotation experts? A case study in celiac disease classification

EFFICIENT REGISTRATION OF PATHOLOGICAL IMAGES: A JOINT PCA/IMAGE-RECONSTRUCTION APPROACH. ⬇️

Efficient Texture Image Retrieval Using Copulas in a Bayesian Framework ⬇️

Fast predictive simple geodesic regression

Group Testing for Longitudinal Data

Image-Based Methods for Phase Estimation, Gating, and Temporal Superresolution of Cardiac Ultrasound

Improving pit-pattern classification of endoscopy images by a combination of experts

Learning pit pattern concepts for gastroenterological training

Lightweight detection of additive watermarking in the DWT-domain

Lightweight probabilistic texture retrieval

Low-Rank Atlas Image Analyses in the Presence of Pathologies.

Low-rank to the rescue - atlas-based analyses in the presence of pathologies

Metric Learning for Image Registration

Parametric Regression on the Grassmannian

Patient-Specific Registration of Pre-operative and Post-recurrence Brain Tumor MRI Scans

Quest for the best endoscopic imaging modality for computer-assisted colonic polyp staging

Quicksilver: Fast predictive image registration - A deep learning approach

Recognition in ultrasound videos: where am I?

Registration of Pathological Images

SCOLIOSIS SCREENING AND MONITORING USING SELF CONTAINED ULTRASOUND AND NEURAL NETWORKS.

Statistical Topological Data Analysis - A Kernel Perspective ⬇️

Statistical atlas construction via weighted functional boxplots

Studying cerebral vasculature using structure proximity and graph kernels

Time-warped geodesic regression

Training of polyp staging systems using mixed imaging modalities

Weighted functional boxplot with application to statistical atlas construction