SOTAVerified

Video Description

The goal of automatic Video Description is to tell a story about events happening in a video. While early Video Description methods produced captions for short clips that were manually segmented to contain a single event of interest, more recently dense video captioning has been proposed to both segment distinct events in time and describe them in a series of coherent sentences. This problem is a generalization of dense image region captioning and has many practical applications, such as generating textual summaries for the visually impaired, or detecting and describing important events in surveillance footage.

Source: Joint Event Detection and Description in Continuous Video Streams

Papers

Showing 2130 of 104 papers

TitleStatusHype
AVD2: Accident Video Diffusion for Accident Video Description0
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis0
Towards Zero-Shot & Explainable Video Description by Reasoning over Graphs of Events in Space and Time0
Implicit Location-Caption Alignment via Complementary Masking for Weakly-Supervised Dense Video CaptioningCode0
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation0
FIOVA: A Multi-Annotator Benchmark for Human-Aligned Video Captioning0
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models0
Technical Report: Competition Solution For Modelscope-Sora0
Kubrick: Multimodal Agent Collaborations for Synthetic Video Generation0
SUSTechGAN: Image Generation for Object Detection in Adverse Conditions of Autonomous DrivingCode0
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