Mooyeol Baek

2 accepted papers

2018

Real-Time MDNet

Ilchae Jung, Jeany Son, Mooyeol Baek, Bohyung Han

ECCV 2018poster

We present a fast and accurate visual tracking algorithm based on the multi-domain convolutional neural network (MDNet). The proposed approach accelerates feature extraction procedure and learns more discriminative models for instance classification; it enhances representation quality of target and…

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2017

Multi-Object Tracking With Quadruplet Convolutional Neural Networks

Jeany Son, Mooyeol Baek, Minsu Cho, Bohyung Han

CVPR 2017poster

We propose Quadruplet Convolutional Neural Networks (Quad-CNN) for multi-object tracking, which learn to associate object detections across frames using quadruplet losses. The proposed networks consider target appearances together with their temporal adjacencies for data association. Unlike conventi…

Cited by 320 PDF ↗Scholar ↗