Robust optical flow in rainy scenes
WebColored Residue Image vs. Rain Streak Density As mentioned in our main paper, the colored residue image is independent from rain streaks, hence computing optical flow based on it should be more robust compared to that of using the original input image. We Supplementary Material for ’Robust Optical Flow in Rainy Scenes’ 3 Webon the cost volume (e.g., [49, 44]). Hence, to have a robust optical flow from heavy rain images, we need to ensure that our cost volume is robust to both rain streaks and the rain veiling effect. There are two key ideas in our method. First, to deal with the loss of contrast issue posed by the rain veiling effect, we compute the cost volume ...
Robust optical flow in rainy scenes
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WebAug 1, 2024 · Robust WGF for optical flow estimation In this section, an edge-preserving robust WGF is first described in Section 3.1 and it is formulated for the optical flow estimation in Section 3.2. 3.1. Robust WGF The key assumption of the robust WGF is based on human visual perception. WebApr 12, 2024 · Towards Robust Tampered Text Detection in Document Image: New dataset and New Solution ... Masked Scene Contrast: A Scalable Framework for Unsupervised 3D …
WebOct 23, 2024 · Recent optical flow methods are almost exclusively judged in terms of accuracy, while their robustness is often neglected. Although adversarial attacks offer a useful tool to perform such an analysis, current attacks on optical flow methods focus on real-world attacking scenarios rather than a worst case robustness assessment. Hence, in … WebOptical flow estimation in the rainy scenes is challenging due to background degradation introduced by rain streaks and rain accumulation effects in the scene. Rain accumulation …
WebApr 18, 2024 · Optical flow estimation in the rainy scenes is challenging due to background degradation introduced by rain streaks and rain accumulation effects in the scene. Rain … WebApr 18, 2024 · Abstract: Optical flow estimation in the rainy scenes is challenging due to background degradation introduced by rain streaks and rain accumulation effects in the …
WebApr 18, 2024 · Abstract:Optical flow estimation in the rainy scenes is challenging due to background degradation introduced by rain streaks and rain accumulation effects in the scene. Rain accumulation effect refers to poor visibility of remote objects due to the intense rainfall. Most existing optical flow methods are erroneous when magical meditationWebSep 8, 2024 · We combine the colored-residue images and structure layers in a unified objective function, so that the estimation of optical flow can be more robust. Results on … covina daycareWebWe combine the colored-residue images and structure layers in a unified objective function, so that the estimation of optical flow can be more robust. Results on both synthetic and … magical melody bachelorettesWebApr 18, 2024 · Optical flow estimation in the rainy scenes is challenging due to background degradation introduced by rain streaks and rain accumulation effects in the scene. Rain accumulation effect refers to poor visibility of remote objects due to the intense rainfall. Most existing optical flow methods are erroneous when applied to rain sequences … magical mazeWeb[2024-Xiv] Robust Optical Flow Estimation in Rainy Scenes paper Others [2010-ECCV] Dense point trajectories by GPU-accelerated large displacement optical flow paper code Optical flow toolkit [Li Routeng's toolbox] Python-based optical flow toolkit for existing popular dataset code Datasets Middlebury 2009 paper covina disposal athens servicesWebOct 15, 2024 · In order to solve the excessive smoothness caused by existing optical flow algorithms within motion edge regions of images under difficult scenes, such as noise, illumination changes and shadows, occlusion, large displacement, and non-rigid motion, a robust variational optical flow estimation model based on the rolling guidance filter has … magical melody gift guideWebFigure 2. The architecture of the UCDA-Flow mainly contains depth-association motion adaptation (DAMA) and correlation-alignment motion adaptation (CAMA). The goal of DAMA stage is to bridge the clean-to-foggy domain gap, in which we associate the depth with optical flow via geometry projection and synthetic foggy images with atmospheric … magical maze game