Papers Video Stabilization
“Video Stabilization” 태그가 달린 논문 62편 · 필터 해제
StabStitch++: Unsupervised Online Video Stitching with Spatiotemporal Bidirectional Warps
We retarget video stitching to an emerging issue, named warping shake, which unveils the temporal content shakes induced by sequentially unsmooth warps when extending image stitching to video stitching. Even if the input…
Image StitchingVideo StabilizationBeyond the Frame: Generating 360° Panoramic Videos from Perspective Videos
360{\deg} videos have emerged as a promising medium to represent our dynamic visual world. Compared to the "tunnel vision" of standard cameras, their borderless field of view offers a more complete perspective of our sur…
Question AnsweringVideo GenerationVideo StabilizationVisual Question AnsweringReCamMaster: Camera-Controlled Generative Rendering from A Single Video
Camera control has been actively studied in text or image conditioned video generation tasks. However, altering camera trajectories of a given video remains under-explored, despite its importance in the field of video cr…
Super-ResolutionVideo GenerationVideo StabilizationReynoldsFlow: Exquisite Flow Estimation via Reynolds Transport Theorem
Optical flow is a fundamental technique for motion estimation, widely applied in video stabilization, interpolation, and object tracking. Traditional optical flow estimation methods rely on restrictive assumptions like b…
Motion EstimationObjectobject-detectionObject Detection+4TranStable: Towards Robust Pixel-level Online Video Stabilization by Jointing Transformer and CNN
Video stabilization often struggles with distortion and excessive cropping. This paper proposes a novel end-to-end framework, named TranStable, to address these challenges, comprising a genera tor and a discriminator. We…
Video StabilizationCompactFlowNet: Efficient Real-time Optical Flow Estimation on Mobile Devices
We present CompactFlowNet, the first real-time mobile neural network for optical flow prediction, which involves determining the displacement of each pixel in an initial frame relative to the corresponding pixel in a sub…
Action RecognitionMotion EstimationObject TrackingOptical Flow Estimation+3Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video
Recent 4D reconstruction methods have yielded impressive results but rely on sharp videos as supervision. However, motion blur often occurs in videos due to camera shake and object movement, while existing methods render…
3DGS4D reconstructionDeblurringNeRF+3Sparse Input View Synthesis: 3D Representations and Reliable Priors
Novel view synthesis refers to the problem of synthesizing novel viewpoints of a scene given the images from a few viewpoints. This is a fundamental problem in computer vision and graphics, and enables a vast variety of …
Novel View SynthesisVideo CompressionVideo StabilizationAdvanced computer vision for extracting georeferenced vehicle trajectories from drone imagery
This paper presents a framework for extracting georeferenced vehicle trajectories from high-altitude drone footage, addressing key challenges in urban traffic monitoring and limitations of traditional ground-based system…
4kgeo-localizationImage RegistrationKeypoint detection and image matching+4Prototypical Transformer as Unified Motion Learners
In this work, we introduce the Prototypical Transformer (ProtoFormer), a general and unified framework that approaches various motion tasks from a prototype perspective. ProtoFormer seamlessly integrates prototype learni…
Object TrackingOptical Flow EstimationRepresentation LearningVideo Stabilization3D Multi-frame Fusion for Video Stabilization
In this paper, we present RStab, a novel framework for video stabilization that integrates 3D multi-frame fusion through volume rendering. Departing from conventional methods, we introduce a 3D multi-frame perspective to…
Novel View SynthesisOptical Flow EstimationVideo StabilizationEliminating Warping Shakes for Unsupervised Online Video Stitching
In this paper, we retarget video stitching to an emerging issue, named warping shake, when extending image stitching to video stitching. It unveils the temporal instability of warped content in non-overlapping regions, d…
Image StitchingVideo StabilizationHarnessing Meta-Learning for Improving Full-Frame Video Stabilization
Video stabilization is a longstanding computer vision problem, particularly pixel-level synthesis solutions for video stabilization which synthesize full frames add to the complexity of this task. These techniques aim to…
Meta-LearningTest-time AdaptationVideo StabilizationA horizon line annotation tool for streamlining autonomous sea navigation experiments
Horizon line (or sea line) detection (HLD) is a critical component in multiple marine autonomous navigation tasks, such as identifying the navigation area (i.e., the sea), obstacle detection and geo-localization, and dig…
Autonomous Navigationgeo-localizationLine DetectionPosition+1StableVQA: A Deep No-Reference Quality Assessment Model for Video Stability
Video shakiness is an unpleasant distortion of User Generated Content (UGC) videos, which is usually caused by the unstable hold of cameras. In recent years, many video stabilization algorithms have been proposed, yet no…
Optical Flow EstimationVideo Quality AssessmentVideo StabilizationVisual Question Answering (VQA)Fast Full-frame Video Stabilization with Iterative Optimization
Video stabilization refers to the problem of transforming a shaky video into a visually pleasing one. The question of how to strike a good trade-off between visual quality and computational speed has remained one of the …
Optical Flow EstimationVideo StabilizationAutonomous Stabilization of Retinal Videos for Streamlining Assessment of Spontaneous Venous Pulsations
Spontaneous retinal Venous Pulsations (SVP) are rhythmic changes in the caliber of the central retinal vein and are observed in the optic disc region (ODR) of the retina. Its absence is a critical indicator of various oc…
Template MatchingTemporal LocalizationVideo StabilizationInteractive Control over Temporal Consistency while Stylizing Video Streams
Image stylization has seen significant advancement and widespread interest over the years, leading to the development of a multitude of techniques. Extending these stylization techniques, such as Neural Style Transfer (N…
Image StylizationOptical Flow EstimationStyle TransferVideo Stabilization+1Minimum Latency Deep Online Video Stabilization
We present a novel camera path optimization framework for the task of online video stabilization. Typically, a stabilization pipeline consists of three steps: motion estimating, path smoothing, and novel view rendering. …
Motion EstimationVideo StabilizationGlobalFlowNet: Video Stabilization using Deep Distilled Global Motion Estimates
Videos shot by laymen using hand-held cameras contain undesirable shaky motion. Estimating the global motion between successive frames, in a manner not influenced by moving objects, is central to many video stabilization…
Knowledge DistillationOptical Flow EstimationVideo Stabilization