Moving Object Detection
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Benchmarks
DVSMOTION20
Most implemented
RGB-Event Fusion for Moving Object Detection in Autonomous Driving
MTevent: A Multi-Task Event Camera Dataset for 6D Pose Estimation and Moving Object Detection
Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos
FADE: A Dataset for Detecting Falling Objects around Buildings in Video
RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud
Papers
CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild
Discovering camouflaged objects is a challenging task in computer vision due to the high similarity between camouflaged objects and their surroundings. While the problem of camouflaged object detection over sequential vi…
Moving Object DetectionEnergy-Efficient Fast Object Detection on Edge Devices for IoT Systems
This paper presents an Internet of Things (IoT) application that utilizes an AI classifier for fast-object detection using the frame difference method. This method, with its shorter duration, is the most efficient and su…
Computational EfficiencyMoving Object DetectionRobust Ship Detection and Tracking Using Modified ViBe and Backwash Cancellation Algorithm
In this paper, we propose a robust real time detection and tracking method for detecting ships in a coastal video sequences. Since coastal scenarios are unpredictable and scenes have dynamic properties it is essential to…
Moving Object DetectionMoving object detection from multi-depth images with an attention-enhanced CNN
One of the greatest challenges for detecting moving objects in the solar system from wide-field survey data is determining whether a signal indicates a true object or is due to some other source, like noise. Object verif…
Moving Object DetectionMoving Object Detection from Moving Camera Using Focus of Expansion Likelihood and Segmentation
Separating moving and static objects from a moving camera viewpoint is essential for 3D reconstruction, autonomous navigation, and scene understanding in robotics. Existing approaches often rely primarily on optical flow…
Moving Object DetectionScene Understanding3D ReconstructionMTevent: A Multi-Task Event Camera Dataset for 6D Pose Estimation and Moving Object Detection
Mobile robots are reaching unprecedented speeds, with platforms like Unitree B2, and Fraunhofer O3dyn achieving maximum speeds between 5 and 10 m/s. However, effectively utilizing such speeds remains a challenge due to t…
6D Pose EstimationEvent-based visionMoving Object Detectionobject-detection+2