Load Dataset This example uses a datastore to read the videos scenes, the corresponding optical flow data, and the corresponding labels from the video files. Specify the number of video frames the datastore should be configured to output for each time data is read from the datastore. ...
RealFlow: EM-based Realistic Optical Flow Dataset Generation from VideosObtaining the ground truth labels from a video is challenging since the manual annotation of pixel-wise flow labels is prohibitively expensive and laborious. Besides, existing approaches try to adapt the trained model on synthetic...
"flow10.flo"ineachofthesequencedirectories.Alsopleasekeeptrack oftherunningtimeonthe"Urban"dataset. 4.Createazipfilewithallofthe.flofilesfromwithintheparentdirectoryof allthesequencedirectories.Useyourlastnameasthefilename.For example:"zipsmith.zip*/flow10.flo". ...
光流评估数据集-隐藏的地面实况流(Optical Flow Evaluation Datasets-With hidden ground-truth flow)数据介绍：Evaluation Datasets With hidden ground-truth flow 关键词：光流,评估,隐藏的,地面实况, optical flow,evaluation,hidden,ground-truth,数据格式：IMAGE 数据详细介绍：Optical Flow Evaluation Datasets-With ...
There are some open-source Optical Flow datasets and benchmarks that depict the predominance of Deep Learning solutions over the classical ones in terms of quality and inference time. One of the most famous datasets is theSINTELdataset, which has its ownbenchmark. The FlowNet architecture has qu...
Dataset—Deep Recurrent Optical Flow Learning for Particle Image Velocimetry Data (Zenodo, 2021). Lagemann, C., Lagemann, K., Mukherjee, S. & Schröder, W. Recurrent All-Pairs Field Transforms for Particle Image Velocimetry Data (CodeOcean, 2021). Download references Acknowledgements We thank P...
Optical Flow Dataset and Evaluation Kit for Visual Crowd Analysis developed at Communication Systems Group at TU-Berlin desciribed in the AVSS 2018 paper Optical Flow Dataset and Benchmark for Visual Crowd Analysis or TUBCrowdFlow@arxiv.org. The Dataset contains 10 sequences showing 5 scenes. Ea...
ECCV22RealFlow: EM-based Realistic Optical Flow Dataset Generation from VideosRealFlow CVPR21AutoFlow: Learning a Better Training Set for Optical Flowautoflow CVPR21Learning Optical Flow from Still Imagesdepthstillation arXiv21.04Optical Flow Dataset Synthesis from Unpaired Images ...
flow dataset in low-light environments. 2. 以前的暗光下光流估计的方案 主要是:先提亮再光流估计,但这样效果不好 A direct solution to get optical flow from dark imagesis to enhance them before computing optical flow. Researchers have proposed many techniques for denoising andenhancing low-light ...
题目:EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras 名称:EV-FlowNet:基于事件的摄像机的自监督光流估计 论文:arxiv.org/abs/1802.0689 代码:daniilidis-group.github.io 7.全景/360 360Video-OF 题目:Optical Flow Estimation in 360∘ Videos: Dataset, Model and Application...