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Papers Video Reconstruction

“Video Reconstruction” 태그가 달린 논문 204편 · 필터 해제

ATGS: Anchored Temporal Gaussian Splatting for Long Volumetric Video Representation

2026-08-31 · Jiahao Wu, Jie Liang, Die Hu, Jiayu Yang 외 arxiv

Volumetric video enables immersive free viewpoint rendering of dynamic real world scenes, yet existing methods struggle with long sequences and complex motions, often leading to temporal instability and visual artifacts.…

Video Reconstruction

Lossy Event Compression: From Event Stream Distortion to Task Performance

2026-08-28 · Zahra Rezaee, Catarina Brites, João Ascenso arxiv

Event cameras generate asynchronous, sparse data streams with microsecond temporal resolution, but in moderate-to-high motion scenes they can produce as many as hundreds of millions of events per second, creating signifi…

Optical Flow EstimationVideo ReconstructionObject Detection

EditaLive! Unified Character Video Editing for Live Streaming

2026-08-27 · Zhiyuan Li, Chi-Man Pun, Peng-Tao Jiang, Bo Li 외 arxiv

Conventional video editing primarily focuses on scene-level content, whereas live streaming places greater emphasis on the human subject. However, directly applying existing video-editing methods to human-centric live st…

Video Reconstruction

S$^2$GS: Structured Sparse Gaussian Streaming for Efficient Free-Viewpoint Video Reconstruction on Edge-IoT Devices

2026-08-20 · Yiwei Li, Jiannong Cao, Weixun Gao, Rui Cao 외 arxiv

Streaming reconstruction of Free-Viewpoint Videos (FVVs) supports immersive Internet of Things (IoT) services, such as telepresence and digital twin visualization. Existing methods suffer from high per-frame optimization…

Video Reconstruction

V-RAE: Rethinking Video Latent Spaces for Generation

2026-08-13 · Minghui Guo, Shengqiong Wu, Hao Fei arxiv

Latent video generation relies on autoencoders to define a compact space in which generative models operate. Although video autoencoder architectures have evolved substantially, their latent spaces are still optimized pr…

Video ReconstructionVideo GenerationVideo Prediction

AVA-Encoder: Towards Agent-Native Video Representation Learning

2026-08-12 · Chuyue Li, Jinpeng Yu, Haozhe Wang, Tian Xueyun 외 hf

Creative agents still lack an effective way to learn from high-quality human films, limiting their ability to produce cinematic-grade videos. A key challenge is the absence of a structured video representation that is bo…

Representation LearningVideo Reconstruction

Engram-E2VID: Reference-Based Event-to-Video Reconstruction via Generative Activation of Appearance Engrams

2026-08-06 · Feiyu Ji, Xiang Li, Hao Ma, Tianxiang Huang 외 arxiv

Reference-based event-to-video reconstruction aims to recover target RGB frames from a reference frame and the event stream captured over the reference-to-target interval. Although events provide fine-grained temporal cu…

Video Reconstruction

RefCaptioner: Multi-Reference Image-Grounded Video Captioning

2026-07-30 · Tengfei Liu, Yang Shi, Yuran Wang, Xiaohan Zhang 외 arxiv

Existing video captioning models generate natural descriptions of video content but cannot explicitly ground local visual elements to multiple reference images. We introduce multi-reference image-grounded video captionin…

Video ReconstructionVideo Captioning

ABot-3DWorld 0: A Universal World Model to Explore Any 3D Space

2026-07-13 · Mingchao Sun, Luyang Tang, Yu Liu, Xu Yan 외 arxiv

We present ABot-3DWorld 0, a universal multimodal 3D world model that turns text, image, and video inputs into high-fidelity, explorable 3D worlds. At the heart of our framework is a unified Spatial Generative Primitive …

Video Reconstruction

AVTok: 1D Unified Tokenization for Holistic Audio-Video Generation

2026-06-29 · Kien T. Pham, I Chieh Chen, Qifeng Chen, Long Chen hf

Audio-video generation has recently gained unprecedented research attention, aiming to synthesize high-quality sounding video content with fine-grained synchronization and semantic alignment between the auditory and visu…

Video ReconstructionVideo Generation

Shell-Supervised Gaussian Splatting for Urban Real-to-Sim Reconstruction

2026-06-29 · Yuan Yang, Peijun Lu, Fangzhou Lu, Sai Fan 외 arxiv

Real-to-sim reconstruction for embodied AI requires geometry that is useful for collision reasoning, navigation, and agent-environment interaction, not only photorealistic novel-view synthesis. However, close-range urban…

Video Reconstruction3D Reconstruction

HiReFF: High-Resolution Feedforward Human Reconstruction from Uncalibrated Sparse-View Video

2026-06-28 · Yiming Jiang, Hanzhang Tu, Wenfeng Song, Siyou Lin 외 arxiv

Uncalibrated volumetric video streaming for human reconstruction is essential for holographic communication and AR/VR, yet remains challenging due to the need for temporal consistency and computational efficiency from sp…

Computational EfficiencyVideo Reconstruction

ZeroGVC: Zero-Shot Generative Video Compression with Autoregressive Diffusion Priors

2026-06-21 · Yixin Gao, Xiaohan Pan, Lin Liu, Xin Li 외 arxiv

Recent generative video compression methods leverage powerful generative priors to achieve perceptually pleasing reconstructions. However, most existing approaches require additional training to adapt generative models t…

Video Reconstruction

ReConFuse: Reconstruction-Error Guided Semantic Fusion for AI-Generated Video Detection

2026-06-03 · Xiaojing Chen, Xinyu Lu, Changtao Miao, Yunfeng Diao arxiv

AI-generated videos are becoming increasingly realistic, raising serious concerns about misinformation, content authenticity, and media trust. Reliable AI-generated video detection is therefore essential for multimedia f…

Video Reconstruction

Event-to-Video Reconstruction using Spatio-Temporal and Frequency-Enhanced Deep Neural Networks

2026-05-25 · Ramna Maqsood, Paulo Nunes, Luís Ducla Soares, Caroline Conti arxiv

Event cameras offer significant advantages over conventional frame-based counterparts, including high temporal resolution, low latency, and energy efficiency. These characteristics make them suitable for high-speed and h…

Video ReconstructionScene Understanding

Moment-Reenacting: Inverse Motion Degradation with Cross-shutter Guidance

2026-05-21 · Xiang Ji, Guixu Lin, Zhengwei Yin, Jiancheng Zhao 외 arxiv

Motion degradation, manifested as blur in global shutter (GS) images or rolling shutter (RS) distortion in RS counterparts, remains a fundamental challenge in computational imaging, especially under fast motion or low-li…

Video Reconstruction

Bridging Brain and Semantics: A Hierarchical Framework for Semantically Enhanced fMRI-to-Video Reconstruction

2026-05-14 · Yujie Wei, Chenglong Ma, Jianxiong Gao, Chenhui Wang 외 arxiv

Reconstructing dynamic visual experiences as videos from functional magnetic resonance imaging (fMRI) is pivotal for advancing the understanding of neural processes. However, current fMRI-to-video reconstruction methods …

Video Reconstruction

Video Reconstruction using Diffusion-based Image-to-Video Generation with Trajectory Guidance

2026-05-14 · Stelio Bompai, Ioannis Kontopoulos, Giannis Spiliopoulos, Dimitris Zissis 외 arxiv

This paper addresses the problem of reconstructing missing or dropped frames in top-down drone video of autonomous surface vehicles performing structured maritime manoeuvres. We propose a pipeline that converts raw GPS t…

Video ReconstructionVideo Generation

PolarVSR: A Unified Framework and Benchmark for Continuous Space-Time Polarization Video Reconstruction

2026-05-11 · Chenggong Li, Yidong Luo, Junchao Zhang, Boxin Shi 외 arxiv

Polarimetric imaging captures surface polarization characteristics, such as the Degree of Linear Polarization (DoLP) and the Angle of Polarization (AoP). In mainstream Division of-Focal-Plane (DoFP) color polarization im…

Video Reconstruction

SoLAR: Error-Resilient Streamable Long-Horizon Free-Viewpoint Video Reconstruction with Anchor Activation and Latent Recalibration

2026-05-08 · Haotian Zhang, Xu Mo, Yixin Yu, Guanhua Zhu 외 arxiv

Free-Viewpoint Video (FVV) has emerged as a cornerstone of next-generation immersive media systems and attracted widespread attention. Previous methods primarily focus on short video sequences and suffer from significant…

Video Reconstruction
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