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01/18/2020
Deep Metric Structured Learning For Facial Expression Recognition
We propose a deep metric learning model to create embedded sub-spaces wi...
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10/22/2019
J Regularization Improves Imbalanced Multiclass Segmentation
We propose a new loss formulation to further advance the multiclass segm...
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08/28/2019
A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion
Multi-Focus Image Fusion seeks to improve the quality of an acquired bur...
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08/26/2019
A Weakly Supervised Method for Instance Segmentation of Biological Cells
We present a weakly supervised deep learning method to perform instance ...
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02/08/2019
FERAtt: Facial Expression Recognition with Attention Net
We present a new end-to-end network architecture for facial expression r...
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10/29/2018
Geometric Median Shapes
We present an algorithm to compute the geometric median of shapes which ...
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10/16/2018
CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images
The quantitative analysis of cellular membranes helps understanding deve...
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02/21/2018
Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells
We propose a new multiclass weighted loss function for instance segmenta...
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10/26/2017
SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D images used in the Shoot Apical Meristem
The quantitative analysis of 3D confocal microscopy images of the shoot ...
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10/18/2017