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- Georges Kaddoum5 profiles30 · h 49
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18 papers · 2 filters
Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities
Jose Dolz, Ismail Ben Ayed, Christian Desrosiers
Delineating infarcted tissue in ischemic stroke lesions is crucial to determine the extend of damage and optimal treatment for this life-threatening condition. However, this proble…
Cross-Modal Distillation for RGB-Depth Person Re-Identification
Frank Hafner, Amran Bhuiyan, Julian F. P. Kooij +1
Person re-identification is a key challenge for surveillance across multiple sensors. Prompted by the advent of powerful deep learning models for visual recognition, and inexpensiv…
A Comparison of CNN-based Face and Head Detectors for Real-Time Video Surveillance Applications
Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran +1
Detecting faces and heads appearing in video feeds are challenging tasks in real-world video surveillance applications due to variations in appearance, occlusions and complex backg…
A writer-independent approach for offline signature verification using deep convolutional neural networks features
Victor L. F. Souza, Adriano L. I. Oliveira, Robert Sabourin
The use of features extracted using a deep convolutional neural network (CNN) combined with a writer-dependent (WD) SVM classifier resulted in significant improvement in performanc…
An Attention Model for group-level emotion recognition
Aarush Gupta, Dakshit Agrawal, Hardik Chauhan +2
In this paper we propose a new approach for classifying the global emotion of images containing groups of people. To achieve this task, we consider two different and complementary…
Dynamic voting in multi-view learning for radiomics applications
Hongliu Cao, Simon Bernard, Laurent Heutte +1
Cancer diagnosis and treatment often require a personalized analysis for each patient nowadays, due to the heterogeneity among the different types of tumor and among patients. Radi…