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Video Object Detection

6 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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Latest papers with code

A Delay Metric for Video Object Detection: What Average Precision Fails to Tell

18 Aug 2019RalphMao/VMetrics

Average precision (AP) is a widely used metric to evaluate detection accuracy of image and video object detectors.

VIDEO OBJECT DETECTION

3
18 Aug 2019

TSM: Temporal Shift Module for Efficient Video Understanding

20 Nov 2018MIT-HAN-LAB/temporal-shift-module

The explosive growth in video streaming gives rise to challenges on performing video understanding at high accuracy and low computation cost.

VIDEO OBJECT DETECTION VIDEO RECOGNITION VIDEO UNDERSTANDING

281
20 Nov 2018

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

239
16 Apr 2018

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

6
16 Apr 2018

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

559
29 Mar 2017