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Video Object Detection

4 papers with code · Computer Vision
Subtask of Object Detection

Video object detection is the task of detecting objects from a video as opposed to images.

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Greatest papers with code

Flow-Guided Feature Aggregation for Video Object Detection

ICCV 2017 msracver/Flow-Guided-Feature-Aggregation

The accuracy of detection suffers from degenerated object appearances in videos, e. g., motion blur, video defocus, rare poses, etc.

VIDEO OBJECT DETECTION VIDEO RECOGNITION

Optimizing Video Object Detection via a Scale-Time Lattice

CVPR 2018 guanfuchen/video_obj

High-performance object detection relies on expensive convolutional networks to compute features, often leading to significant challenges in applications, e. g. those that require detecting objects from video streams in real time.

VIDEO OBJECT DETECTION

Towards High Performance Video Object Detection for Mobiles

16 Apr 2018stanlee321/LightFlow-Keras

In this paper, we present a light weight network architecture for video object detection on mobiles.

VIDEO OBJECT DETECTION