Search Results - "2019 International Conference on Systems, Signals and Image Processing (IWSSIP)"

Transfer Learning in Breast Mammogram Abnormalities Classification With Mobilenet and Nasnet by Falconi, Lenin G., Perez, Maria, Aguilar, Wilbert G.

“…Breast cancer has an important incidence in women mortality worldwide. Currently, mammography is considered the gold standard for breast abnormalities…”
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Whole Heart Segmentation from CT images Using 3D U-Net architecture by Habijan, Marija, Leventic, Hrvoje, Galic, Irena, Babin, Danilo

“…Recent studies have demonstrated the importance of neural networks in medical image processing and analysis. However, their great efficiency in segmentation…”
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Modified Convolutional Neural Network Architecture Analysis for Facial Emotion Recognition by Verma, Abhishek, Singh, Piyush, Rani Alex, John Sahaya

“…Facial expressions are one of the key features of a human being and it can be used to speculate the emotional state at a particular moment. This paper employs…”
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Multi-Stream Deep Convolutional Network Using High-Level Features Applied to Fall Detection in Video Sequences by Carneiro, Sarah Almeida, da Silva, Gabriel Pellegrino, Leite, Guilherme Vieira, Moreno, Ricardo, Guimaraes, Silvio Jamil F., Pedrini, Helio

“…Sporadic falls, due to the lack of balance and other factors, are some of the complications that elderly people might experience more frequently than others…”
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Multimodal data processing and deep learning in digital painting analysis by Pizurica, Aleksandra

“…Summary form only given, as follows. The complete presentation was not made available for publication as part of the conference proceedings. Art investigation…”
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Methodology and technologies for online education by Rozinaj, Gregor, Podhradsky, P.

“…Summary form only given, as follows. The complete presentation was not made available for publication as part of the conference proceedings. The educational…”
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Identification of Infants' Cry Motivation Using Spectrograms by Felipe, Gustavo Z., Aguiar, Rafael L., Costa, Yandre M. G., Silla, Carlos N., Brahnam, Sheryl, Nanni, Loris, McMurtrey, Shannon

“…Understanding the motivation of adults and children expressions during different sensations as hunger, pain, etc., is not a hard task. This is due to their…”
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Chart Classification Using Simplified VGG Model by Bajic, Filip, Job, Josip, Nenadic, Kresimir

“…Data visualization is created due to the need to show vast amount of data in a more transparent way. Data visualization often contains key information that is…”
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A Hilbert Curve Based Representation of sEMG Signals for Gesture Recognition by Tsinganos, Panagiotis, Cornelis, Bruno, Cornelis, Jan, Jansen, Bart, Skodras, Athanassios

“…Deep learning (DL) has transformed the field of data analysis by dramatically improving the state of the art in various classification and prediction tasks,…”
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Performance Analysis of SMOTE-based Oversampling Techniques When Dealing with Data Imbalance by Bajer, Drazen, Zonc, Bruno, Dudjak, Mario, Martinovic, Goran

“…Building classification models on imbalanced data proves to be a challenging task despite the multitude of available classifiers. The classifier bias towards…”
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On the Correlation of CNN Performance and Hardware Metrics for Visual Inference on a Low-Cost CPU-based Platform by Velasco-Montero, Delia, Femandez-Bemi, Jorge, Carmona-Galan, Ricardo, Rodriguez-Vazquez, Angel

“…While providing the same functionality, the various Deep Learning software frameworks available these days do not provide similar performance when running the…”
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IWSSIP 2019 Tutorial

“…Provides an abstract of the tutorial presentation and may include a brief professional biography of the presenter. The complete presentation was not made…”
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IWSSIP 2019 Keynote Speakers

“…Provides an abstract for each of the keynote presentations and may include a brief professional biography of each presenter. The complete presentations were…”
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IWSSIP 2019 Plenary Speaker

“…Provides an abstract of the plenary presentation and may include a brief professional biography of the presenter. The complete presentation was not made…”
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Data Augmentation and Transfer Learning Applied to Charcoal Image Classification by Menon, Luciana T., Laurensi, Israel A., Penna, Manoel C., Oliveira, Luiz E. S., Britto, Alceu S.

“…This paper proposes the evaluation of data augmentation impact in the process of microscopic charcoal image classification. Two data augmentation approaches…”
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Comparison of Objective Video Quality Assessment Methods on Videos With Different Spatial Resolutions by Vlaovic, Jelena, Vranjes, Mario, Grabic, Dominik, Samardzija, Dragan

“…A significant progress has been made in adaptive video streaming technology in recent years, but there is still room for improvement using different…”
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Detecting Pedestrians with YOLOv3 and Semantic Segmentation Infusion by Valiati, Gustavo R., Menotti, David

“…Pedestrian detection has been considered essential for many real-world applications. Continuous progress in the detection accuracy tends to be supported by…”
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Volumetrie Data Augmentation as an Effective Tool in MRI Classification Using 3D Convolutional Neural Network by Kompanek, Matej, Tamajka, Martin, Benesova, Wanda

“…Deep learning has become a default choice for many researchers in the areas of prediction and automatic diagnostics of different diseases. One of the…”
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Object detection and classification in 3D point clouds for mobile robot manipulation

“…Summary form only given, as follows. The complete presentation was not made available for publication as part of the conference proceedings. The ability to…”
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Fast GPU-Enabled Color Normalization for Digital Pathology by Anand, Deepak, Ramakrishnan, Goutham, Sethi, Amit

“…Normalizing unwanted color variations dne to differences in staining processes and scanner responses has been shown to aid machine learning in computational…”
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