Zero-Shot Depth from Defocus
Zero-Shot Depth from Defocus explores A novel Transformer-based architecture for zero-shot depth estimation from focus stacks, achieving significant performance improvements on a new real-world benchmark.. Commercial viability score: 7/10 in Computer Vision.
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 - $13K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.
Related Papers
- Builds On ThisWildDepth: A Multimodal Dataset for 3D Wildlife Perception and Depth EstimationViability: 4.0
- Prior WorkNeed for Speed: Zero-Shot Depth Completion with Single-Step DiffusionViability: 7.0
- Prior WorkA Contrastive Fewshot RGBD Traversability Segmentation Framework for Indoor Robotic NavigationViability: 7.0
- Prior Work$D^3$-RSMDE: 40$\times$ Faster and High-Fidelity Remote Sensing Monocular Depth EstimationViability: 7.0
- Prior WorkFus3D: Decoding Consolidated 3D Geometry from Feed-forward Geometry Transformer Latents