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19942026
most citedMedical Image Analysis using Convolutional Neural Networks: A Review

1.3k citations

Showing 2016 · cs.CVShow all

7 papers · 2 filters

cs.CV2016★ 92 cited

Generalisation and Sharing in Triplet Convnets for Sketch based Visual Search

Tu Bui, Leonardo Ribeiro, Moacir Ponti +1

We propose and evaluate several triplet CNN architectures for measuring the similarity between sketches and photographs, within the context of the sketch based image retrieval (SBI…

cs.CV2016★ 3 cited

Dynamic Attention-controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-set Sample Weighting

Zhen-Hua Feng, Josef Kittler, William Christmas +2

We present a new Cascaded Shape Regression (CSR) architecture, namely Dynamic Attention-Controlled CSR (DAC-CSR), for robust facial landmark detection on unconstrained faces. Our D…

cs.CV2016★ 2 cited

Can DMD obtain a Scene Background in Color?

Santosh Tirunagari, Norman Poh, Miroslaw Bober +1

A background model describes a scene without any foreground objects and has a number of applications, ranging from video surveillance to computational photography. Recent studies h…

cs.CV2016★ 12 cited

Fully DNN-based Multi-label regression for audio tagging

Yong Xu, Qiang Huang, Wenwu Wang +2

Acoustic event detection for content analysis in most cases relies on lots of labeled data. However, manually annotating data is a time-consuming task, which thus makes few annotat…

cs.CV2016★ 24 cited

3D Face Tracking and Texture Fusion in the Wild

Patrik Huber, Philipp Kopp, Matthias Rätsch +2

We present a fully automatic approach to real-time 3D face reconstruction from monocular in-the-wild videos. With the use of a cascaded-regressor based face tracking and a 3D Morph…

cs.CV2016★ 10 cited

Temporally coherent 4D reconstruction of complex dynamic scenes

Armin Mustafa, Hansung Kim, Jean-Yves Guillemaut +1

This paper presents an approach for reconstruction of 4D temporally coherent models of complex dynamic scenes. No prior knowledge is required of scene structure or camera calibrati…

cs.CV2016★ 17 cited

BreakingNews: Article Annotation by Image and Text Processing

Arnau Ramisa, Fei Yan, Francesc Moreno-Noguer +1

Building upon recent Deep Neural Network architectures, current approaches lying in the intersection of computer vision and natural language processing have achieved unprecedented…