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Vijayan Asari

2 accepted papers

2020

Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction

CVPR 2020oral

We propose a novel attention-based framework for 3D human pose estimation from a monocular video. Despite the general success of end-to-end deep learning paradigms, our approach is based on two key observations: (1) temporal incoherence and jitter are often yielded from a single frame prediction; (2…

Cited by 279PDFcodeScholar
2020

Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras

CVPR 2020poster

This paper presents a novel method for labeling real-world neuromorphic camera sensor data by calculating the likelihood of generating an event at each pixel within a short time window, which we refer to as "event probability mask" or EPM. Its applications include (i) objective benchmarking of event…

Cited by 95PDFScholar