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04/26/2022
Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition
This work describes different strategies to generate unsupervised repres...
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04/21/2022
Multiscale Analysis for Improving Texture Classification
Information from an image occurs over multiple and distinct spatial scal...
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03/18/2021
Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition
Automatic analysis of bioacoustic signals is a fundamental tool to evalu...
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07/01/2020
Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents
The reconstruction of shredded documents consists of coherently arrangin...
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05/18/2020
Two-View Fine-grained Classification of Plant Species
Automatic plant classification is a challenging problem due to the wide ...
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01/31/2020
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending
Data imbalance is a major problem that affects several machine learning ...
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01/31/2020
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor
Automatic facial expression recognition is an important research area in...
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10/22/2019
Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms
This paper shows the susceptibility of spectrogram-based audio classifie...
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09/04/2019
Tensor Analysis with n-Mode Generalized Difference Subspace
The increasing use of multiple sensors requires more efficient methods t...
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08/08/2019
Universal Adversarial Audio Perturbations
We demonstrate the existence of universal adversarial perturbations, whi...
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07/16/2019
Style Transfer Applied to Face Liveness Detection with User-Centered Models
This paper proposes a face anti-spoofing user-centered model (FAS-UCM). ...
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07/06/2019
Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition
This paper presents a novel deep neural network (DNN) for multimodal fus...
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06/25/2019
Emotion Recognition Using Fusion of Audio and Video Features
In this paper we propose a fusion approach to continuous emotion recogni...
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06/22/2019
Image Retrieval and Pattern Spotting using Siamese Neural Network
This paper presents a novel approach for image retrieval and pattern spo...
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05/28/2019
Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition
Facial expression recognition is a major problem in the domain of artifi...
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05/28/2019
Texture CNN for Histopathological Image Classification
Biopsies are the gold standard for breast cancer diagnosis. This task ca...
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05/28/2019
Texture CNN for Thermoelectric Metal Pipe Image Classification
In this paper, the concept of representation learning based on deep neur...
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04/16/2019
Histopathologic Image Processing: A Review
Histopathologic Images (HI) are the gold standard for evaluation of some...
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04/16/2019
Double Transfer Learning for Breast Cancer Histopathologic Image Classification
This work proposes a classification approach for breast cancer histopath...
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04/08/2019
Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network
In this paper we propose a novel environmental sound classification appr...
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04/02/2017