• FAIR.m

  • Referenced in 53 articles [sw34733]
  • known as alignment, co-registration, fusion, optical flow, or warping and models the process...
  • KITTI

  • Referenced in 32 articles [sw30418]
  • tasks of interest are: stereo, optical flow, visual odometry, 3D object detection and 3D tracking...
  • DeepFlow

  • Referenced in 11 articles [sw31217]
  • DeepFlow: Large Displacement Optical Flow with Deep Matching. Optical flow computation is a key component ... last decade, handling large displacement in optical flow remains an open problem. Inspired ... large displacement optical flow of Brox and Malik, our approach, termed Deep Flow, blends ... algorithm with a variational approach for optical flow. We propose a descriptor matching algorithm, tailored...
  • FlowNet

  • Referenced in 12 articles [sw31203]
  • FlowNet 2.0: Evolution of optical flow estimationwith deep networks. The FlowNet demonstrated that optical flow ... learning of optical flow and make it work really well. The large improvements in quality ... second image with intermediate optical flow. Third, we elaborate on small displacements by introducing ... present faster variants that allow optical flow computation at up to 140fps with accuracy matching...
  • EpicFlow

  • Referenced in 7 articles [sw31215]
  • Edge-Preserving Interpolation of Correspondences for Optical Flow. We propose a novel approach for optical ... flow estimation , targeted at large displacements with significant oc-clusions. It consists of two steps ... common and difficult issues for optical flow computation. We also propose an approximation scheme...
  • OpenOpticalFlow

  • Referenced in 3 articles [sw38423]
  • paper describes OpenOpticalFlow, an open source optical flow program in Matlab for extraction of high ... tool for researchers to use the optical flow method in various flow measurements. The principles ... optical flow method are concisely described, including the physics-based optical flow equation, the variational ... selection of the relevant parameters in optical flow computation. Examples are given to demonstrate...
  • UnFlow

  • Referenced in 3 articles [sw38831]
  • UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss ... amounts of labeled data. In the optical flow setting, however, obtaining dense per-pixel ground ... convolutional networks for optical flow rely on synthetic datasets for supervision, but the domain mismatch ... challenge. Inspired by classical energy-based optical flow methods, we design an unsupervised loss based...
  • PWC-Net

  • Referenced in 2 articles [sw38830]
  • CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume. We present a compact ... effective CNN model for optical flow, called PWC-Net. PWC-Net has been designed according ... uses the cur- rent optical flow estimate to warp the CNN features of the second ... estimate the optical flow. PWC-Net is 17 times smaller in size and easier...
  • openSMILE

  • Referenced in 4 articles [sw21623]
  • quality, local binary pattern, color, and optical flow histograms. Besides, voice activity detection, pitch tracking...
  • DDFlow

  • Referenced in 1 article [sw38829]
  • DDFlow: Learning Optical Flow with Unlabeled Data Distillation. We present DDFlow, a data distillation approach ... learning optical flow estimation from unlabeled data. The approach distills reliable predictions from a teacher ... guide a student network to learn optical flow. Unlike existing work relying on hand-crafted ... approach is data-driven, and learns optical flow for occluded pixels. This enables...
  • OpenOpticalFlow_PIV

  • Referenced in 1 article [sw38422]
  • Open Source Program Integrating Optical Flow Method with Cross-Correlation Method for Particle Image Velocimetry ... open source Matlab program integrating the optical flow method with the cross-correlation method ... which combines the advantages of the optical flow method and cross-correlation method and overcomes ... initial coarse-grained estimation and the optical flow method for refined high-resolution estimation. This...
  • eFOLKI

  • Referenced in 1 article [sw40248]
  • Massively parallel Lucas Kanade optical flow for real-time video processing applications. This paper deals ... with dense optical flow estimation from the perspective of the trade-off between quality ... time video processing applications based on optical flow, that eFOLKI reaches the requirements both...
  • DeepMovie

  • Referenced in 1 article [sw15171]
  • DeepMovie: Using Optical Flow and Deep Neural Networks to Stylize Movies. A recent paper ... this paper is to use optical flow to initialize the style transfer optimization so that ... suggest a method to incorporate optical flow explicitly into the cost function...
  • LiteFlowNet

  • Referenced in 1 article [sw38832]
  • Lightweight Convolutional Neural Network for Optical Flow Estimation. FlowNet2, the state-of-the-art convolutional ... neural network (CNN) for optical flow estimation, requires over 160M parameters to achieve accurate flow...
  • HEVC-EPIC

  • Referenced in 1 article [sw27582]
  • HEVC-EPIC: fast optical flow estimation from coded video via edge-preserving interpolation. This paper ... number of top-performing optical flow estimation schemes that first estimate a sparse...
  • VistaLab

  • Referenced in 1 article [sw39532]
  • dots sequences (with controlled spectrum and optical flow), and tools to synthesize animations of rigid ... controlled 3D motion and known 2D optical flow. The perception tools and video synthesis tools...
  • PredictPDPS.jl

  • Referenced in 1 article [sw39172]
  • Predictive online optimisation with applications to optical flow. Online optimisation revolves around new data being ... problems such as video processing with optical flow. We introduce a corresponding predictive online primal...
  • iPhys

  • Referenced in 1 article [sw27172]
  • measurement of volumetric changes in blood flow at distance from the body using imaging devices ... light. Imaging ballistocardiography (iBCG) typically leverages optical flow estimation to track the vertical motion...
  • Cellocity

  • Referenced in 1 article [sw36972]
  • that allows the user to perform Optical Flow and PIV analysis on microscopy data...
  • BlenderProc

  • Referenced in 1 article [sw35705]
  • semantic segmentation or estimation of depth, optical flow, and object pose. By offering standard modules...