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Contour Detection

6 papers with code · Computer Vision

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Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks

17 Jan 2017kmaninis/COB

We present Convolutional Oriented Boundaries (COB), which produces multiscale oriented contours and region hierarchies starting from generic image classification Convolutional Neural Networks (CNNs).

BOUNDARY DETECTION CONTOUR DETECTION IMAGE CLASSIFICATION OBJECT DETECTION SEMANTIC SEGMENTATION

Convolutional Oriented Boundaries

9 Aug 2016kmaninis/COB

We present Convolutional Oriented Boundaries (COB), which produces multiscale oriented contours and region hierarchies starting from generic image classification Convolutional Neural Networks (CNNs).

CONTOUR DETECTION IMAGE CLASSIFICATION

Object Contour Detection with a Fully Convolutional Encoder-Decoder Network

CVPR 2016 Raj-08/tensorflow-object-contour-detection

We develop a deep learning algorithm for contour detection with a fully convolutional encoder-decoder network.

CONTOUR DETECTION EDGE DETECTION

Contour Knowledge Transfer for Salient Object Detection

ECCV 2018 lixin666/C2SNet

Our goal is to overcome this limitation by automatically converting an existing deep contour detection model into a salient object detection model without using any manual salient object masks.

CONTOUR DETECTION SALIENT OBJECT DETECTION TRANSFER LEARNING

Learning long-range spatial dependencies with horizontal gated-recurrent units

NeurIPS 2018 serre-lab/hgru_share

As a prime example, convolutional neural networks, a type of feedforward neural networks, are now approaching -- and sometimes even surpassing -- human accuracy on a variety of visual recognition tasks.

CONTOUR DETECTION