Essays about: "Non-maximum suppression"

Found 2 essays containing the words Non-maximum suppression.

1. 1. Object Detection via Contextual Information

   University essay from Linköpings universitet/Institutionen för systemteknik

   Author : Lovisa Stålebrink; [2022]
   Keywords : computer vision; machine learning; object detection; deep learning; contextual information; transformers; document object detection; datorseende; maskininlärning; objektdetektion; djupinlärning; kontextuell information; transformer; detektering av dokumentobjekt;

   Abstract : Using computer vision to automatically process and understand images is becoming increasingly popular. One frequently used technique in this area is object detection, where the goal is to both localize and classify objects in images. Today's detection models are accurate, but there is still room for improvement. READ MORE

3. 2. Efficient and robust reduction of bounding boxes of a multi-class neural network’s output for vehicular radar-systems

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

   Author : Elazab Gasser; [2022]
   Keywords : Non-maximum suppression; Deep Learning; Machine Learning; Autonomous Vehicles; Determinantal Point Process; Icke-maximal undertryckning; Djupinlärning; Maskininlärning; Autonoma fordon; Determinant punktprocess;

   Abstract : Object detection has been a fundamental part of many emerging technologies, such as autonomous vehicles, robotics, and security. As deep learning is the main reason behind the leap of performance in object detection, it has mostly been associated with a post-processing step of non-maximum suppression (NMS) to reduce the number of resulting bounding boxes output from the network to, ideally, one box per object. READ MORE