Shot-Aware Frame Sampling for Video Understanding
Shot-Aware Frame Sampling for Video Understanding explores InfoShot is a shot-aware frame sampler that enhances long-video understanding by intelligently selecting keyframes to retain critical information.. Commercial viability score: 7/10 in Video Understanding.
BUILDER'S SANDBOX
Build This Paper
Use an AI coding agent to implement this research.
OpenAI CodexAI Agent
Lightweight coding agent in your terminal.
Claude CodeAI Agent
Agentic coding tool for terminal workflows.
AntiGravity IDEScaffolding
AI agent mindset installer and workflow scaffolder.
CursorIDE
AI-first code editor built on VS Code.
VS CodeIDE
Free, open-source editor by Microsoft.
Recommended Stack
Startup Essentials
Estimated $9K - $13K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.
Related Papers
- Builds On ThisShotFinder: Imagination-Driven Open-Domain Video Shot Retrieval via Web SearchViability: 4.0
- Builds On ThisSeeking Universal Shot Language Understanding SolutionsViability: 5.0
- Prior WorkShotStream: Streaming Multi-Shot Video Generation for Interactive StorytellingViability: 7.0
- Prior WorkONE-SHOT: Compositional Human-Environment Video Synthesis via Spatial-Decoupled Motion Injection and Hybrid Context IntegrationViability: 7.0
- Prior WorkLearning Question-Aware Keyframe Selection with Synthetic Supervision for Video Question Answering