
-
Rethinking movie genre classification with fine-grained semantic clustering
Movie genre classification is an active research area in machine learnin...
read it
-
Neural Architecture Search for Deep Image Prior
We present a neural architecture search (NAS) technique to enhance the p...
read it
-
Automated Left Ventricle Dimension Measurement in 2D Cardiac Ultrasound via an Anatomically Meaningful CNN Approach
Two-dimensional echocardiography (2DE) measurements of left ventricle (L...
read it
-
User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing
Spectral Doppler measurements are an important part of the standard echo...
read it
-
Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer
Spectral Doppler measurements are an important part of the standard echo...
read it
-
Semantic Estimation of 3D Body Shape and Pose using Minimal Cameras
We present an approach to accurately estimate high fidelity markerless 3...
read it
-
Volumetric performance capture from minimal camera viewpoints
We present a convolutional autoencoder that enables high fidelity volume...
read it
-
Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling
We present a method for simultaneously estimating 3D human pose and body...
read it
-
Image and Video Mining through Online Learning
Within the field of image and video recognition, the traditional approac...
read it