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04/06/2022
Analysis of Different Losses for Deep Learning Image Colorization
Image colorization aims to add color information to a grayscale image in...
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04/06/2022
Influence of Color Spaces for Deep Learning Image Colorization
Colorization is a process that converts a grayscale image into a color o...
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11/09/2020
Patch-based field-of-view matching in multi-modal images for electroporation-based ablations
Various multi-modal imaging sensors are currently involved at different ...
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04/15/2020
Generalized Shortest Path-based Superpixels for Accurate Segmentation of Spherical Images
Most of existing superpixel methods are designed to segment standard pla...
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03/09/2020
Multi-Scale Superpatch Matching using Dual Superpixel Descriptors
Over-segmentation into superpixels is a very effective dimensionality re...
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03/09/2020
Texture Superpixel Clustering from Patch-based Nearest Neighbor Matching
Superpixels are widely used in computer vision applications. Nevertheles...
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11/20/2019
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation
Whole brain segmentation using deep learning (DL) is a very challenging ...
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06/05/2019
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation
Whole brain segmentation using deep learning (DL) is a very challenging ...
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03/17/2019
Robust superpixels using color and contour features along linear path
Superpixel decomposition methods are widely used in computer vision and ...
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03/17/2019
SuperPatchMatch: an Algorithm for Robust Correspondences using Superpixel Patches
Superpixels have become very popular in many computer vision application...
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03/17/2019
An Optimized PatchMatch for Multi-scale and Multi-feature Label Fusion
Automatic segmentation methods are important tools for quantitative anal...
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03/17/2019
Evaluation Framework of Superpixel Methods with a Global Regularity Measure
In the superpixel literature, the comparison of state-of-the-art methods...
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03/17/2019
SCALP: Superpixels with Contour Adherence using Linear Path
Superpixel decomposition methods are generally used as a pre-processing ...
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03/17/2019
Robust Shape Regularity Criteria for Superpixel Evaluation
Regular decompositions are necessary for most superpixel-based object re...
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03/14/2019
Superpixel-based Color Transfer
In this work, we propose a fast superpixel-based color transfer method (...
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01/30/2019