Jul 23, 2019 · In this paper, we show how convolutional neural networks are able to utilise the temporal consistency imposed by video sequences in order to ...
Pre-trained Models · Temporally consistent ConvLSTM CNN · Single-frame baseline · Non-temporal (ablation study) · Naïve residual (ablation study). Training.
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Does the horizon line have to be straight?
What does horizon lines mean?
What type of line is used to indicate the horizon?
Aug 31, 2020 · Abstract— The horizon line is an important geometric feature for many image processing and scene understanding tasks in computer vision.
Aug 31, 2020 · Abstract— The horizon line is an important geometric feature for many image processing and scene understanding tasks in computer vision.
Contains the KITTIHorizonRaw class, which extracts horizon lines in image coordinates from the KITTI raw data. It also applies image scaling and padding.
The horizon line for each frame is generated automatically by the absolute pose of IMU and the relative pose between IMU and the camera provided by KITTI.
The current state-of-the-art on KITTI Horizon is ConvLSTM (Huber Loss, naive residual path). See a full comparison of 1 papers with code.
Temporally Consistent Horizon Lines ... The horizon line is an important geometric feature for many image processing and scene understanding tasks in computer ...
The horizon line is an important geometric feature for many image processing and scene understanding tasks in computer vision. For instance, in navigation ...
Abstract. Most 3D reconstruction methods may only recover scene properties up to a global scale ambiguity. We present a novel approach.