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07/02/2019
Generative Guiding Block: Synthesizing Realistic Looking Variants Capable of Even Large Change Demands
Realistic image synthesis is to generate an image that is perceptually i...
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06/10/2019
Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis
The ambiguity of the decision-making process has been pointed out as the...
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11/16/2018
Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition
Spatio-temporal feature encoding is essential for encoding the dynamics ...
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09/17/2018
Feature2Mass: Visual Feature Processing in Latent Space for Realistic Labeled Mass Generation
This paper deals with a method for generating realistic labeled masses. ...
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05/23/2018
ICADx: Interpretable computer aided diagnosis of breast masses
In this study, a novel computer aided diagnosis (CADx) framework is devi...
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04/23/2018
STAN: Spatio-Temporal Adversarial Networks for Abnormal Event Detection
In this paper, we propose a novel abnormal event detection method with s...
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04/11/2018
VR IQA NET: Deep Virtual Reality Image Quality Assessment using Adversarial Learning
In this paper, we propose a novel virtual reality image quality assessme...
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04/11/2018
Measurement of exceptional motion in VR video contents for VR sickness assessment using deep convolutional autoencoder
This paper proposes a new objective metric of exceptional motion in VR v...
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12/10/2017
Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image
In this paper, we propose Dynamics Transfer GAN; a new method for genera...
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11/29/2017
Learning Spatio-temporal Features with Partial Expression Sequences for on-the-Fly Prediction
Spatio-temporal feature encoding is essential for encoding facial expres...
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11/29/2017
Interpretable Facial Relational Network Using Relational Importance
Human face analysis is an important task in computer vision. According t...
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11/28/2017
Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data
In face-related applications with a public available dataset, synthesizi...
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08/11/2017
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation
In this paper, we propose a novel medical image segmentation using itera...
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08/10/2017
Modality-bridge Transfer Learning for Medical Image Classification
This paper presents a new approach of transfer learning-based medical im...
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07/31/2017
Convolution with Logarithmic Filter Groups for Efficient Shallow CNN
In convolutional neural networks (CNNs), the filter grouping in convolut...
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05/31/2017