Essays about: "multiple object tracking"

Showing result 6 - 10 of 36 essays containing the words multiple object tracking.

1. 6. Comparison of camera data types for AI tracking of humans in indoor combat training

   University essay from Jönköping University/JTH, Avdelningen för datavetenskap

   Author : Viktor Zenk; Willy Bach; [2022]
   Keywords : Artificial intelligence; Machine learning; Multiple object tracking; Object detection; NIR; Depth camera;

   Abstract : Multiple object tracking (MOT) can be an efficient tool for finding patterns in video monitoring data. In this thesis, we investigate which type of video data works best for MOT in an indoor combat training scenario. The three types of camera data evaluated are color data, near-infrared (NIR) data, and depth data. READ MORE

3. 7. Efficient multiple hypothesis tracking using a purely functional array language

   University essay from Linköpings universitet/Datorseende

   Author : Marcus Nolkrantz; [2022]
   Keywords : multiple object tracking; multiple hypothesis tracking; tracking-by-detection; GPGPU; GPU code abstraction; functional programming; Futhark;

   Abstract : An autonomous vehicle is a complex system that requires a good perception of the surrounding environment to operate safely. One part of that is multiple object tracking, which is an essential component in camera-based perception whose responsibility is to estimate object motion from a sequence of images. READ MORE

4. 8. Tracking Under Countermeasures Using Infrared Imagery

   University essay from Linköpings universitet/Datorseende

   Author : Sara Modorato; [2022]
   Keywords : computer vision; infrared imagery; tracking; countermeasures; discriminative correlation filters; Efficient Convolution Operator tracker; Spatial-Temporal Regularized Correlation Filter tracker; Visual Object Tracking; flare; DIRCM; multiple wavelength bands; features;

   Abstract : Object tracking can be done in numerous ways, where the goal is to track a target through all frames in a sequence. The ground truth bounding box is used to initialize the object tracking algorithm. Object tracking can be carried out on infrared imagery suitable for military applications to execute tracking even without illumination. READ MORE

5. 9. Unsupervised multiple object tracking on video with no ego motion

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Shuai Wu; [2022]
   Keywords : Object tracking; Multiple-object tracking; Unsupervised learning; Evaluation metric; Pedestrian tracking; Objektspårning; Spårning av flera objekt; Oövervakad inlärning; Utvärderingsmått; Fotgängarspårning;

   Abstract : Multiple-object tracking is a task within the field of computer vision. As the name stated, the task consists of tracking multiple objects in the video, an algorithm that completes such task are called trackers. READ MORE

6. 10. Pedestrian Multiple Object Tracking in Real-Time

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Samuel Wintzell; [2022]
   Keywords : Computer Vision; Deep Learning; Multiple Object Tracking; Object Detection; Person Re-identification; Datorseende; Djupinlärning; Spårning av Flera Objekt; Objektdetektering; Personidentifiering;

   Abstract : Multiple object tracking (MOT) is the task of detecting multiple objects in a scene and associating detections over time to form tracks. It is essential for many scene understanding tasks like surveillance, robotics and autonomous driving. READ MORE