About

Motion Detection is a process to detect the presence of any moving entity in an area of interest. Motion Detection is of great importance due to its application in various areas such as surveillance and security, smart homes, and health monitoring.

Source: Different Approaches for Human Activity Recognition– A Survey

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Greatest papers with code

Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks

ECCV 2020 chan8972/Spike-FlowNet

Spiking Neural Networks (SNNs) serve as ideal paradigms to handle event camera outputs, but deep SNNs suffer in terms of performance due to the spike vanishing phenomenon.

MOTION DETECTION OPTICAL FLOW ESTIMATION SELF-SUPERVISED LEARNING

An Analysis of Parallelized Motion Masking Using Dual-Mode Single Gaussian Models

16 Feb 2017Breakend/MotionDetection

Successful systems have used Gaussian Models to discern background from foreground in an image (motion from static imagery).

ACTIVITY RECOGNITION MOTION DETECTION OPTICAL FLOW ESTIMATION

UAV Images Dataset for Moving Object Detection from Moving Cameras

21 Mar 2021mribrahim/PESMOD

The problem of recognizing moving objects from aerial images is one of the important issues in computer vision.

MOTION DETECTION OBJECT DETECTION

Multi-Class Model Fitting by Energy Minimization and Mode-Seeking

ECCV 2018 danini/multi-x

The move replaces a set of labels with the corresponding density mode in the model parameter domain, thus achieving fast and robust optimization.

MOTION DETECTION MOTION SEGMENTATION

Multimodal and multiview distillation for real-time player detection on a football field

16 Apr 2020cioppaanthony/multimodal-multiview-distillation

As an alternative, we developed a system that detects players from a unique cheap and wide-angle fisheye camera assisted by a single narrow-angle thermal camera.

DATA AUGMENTATION KNOWLEDGE DISTILLATION MOTION DETECTION

Anomalous Motion Detection on Highway Using Deep Learning

15 Jun 2020harpreets652/highway-traffic-anomaly

The advent of self-driving cars provides an opportunity to apply visual anomaly detection in a more dynamic application yet no dataset exists in this type of environment.

ANOMALY DETECTION MOTION DETECTION SELF-DRIVING CARS

A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds

8 Apr 2019wanghongxin/STMD-Plus

The directional contrast and the extracted motion information by the motion pathway are integrated in the mushroom body for small target discrimination.

MOTION DETECTION

Comparative study of motion detection methods for video surveillance systems

16 Apr 2018SEHAIRIKamal/A-Matlab-Background-Subtraction-Library

The objective of this study is to compare several change detection methods for a mono static camera and identify the best method for different complex environments and backgrounds in indoor and outdoor scenes.

MOTION DETECTION