Using neural networks for object detection in scenes with widespread light intensity

摘要

Problem to be solved: to provide a method of detecting an object in a high dynamic range image, a system and a non temporary computer readable storage medium.The method is a step 102 for inspecting a set of images including a long exposure image and a short exposure image of a scene recorded by the camera and training to perform one or more of the object detection, object classification and object recognition in the image data A step 104 for processing an image set by a predefined neural network.Long exposure images and short exposure images are recorded by a camera at a very close or overlapping time.The neural network uses image data from both the long exposure image and the short exposure image to detect an object in the set of images.Diagram