#DepthEstimation

5 months ago

Jasmine leverages diffusion priors for self‑supervised depth estimation

Jasmine's new method uses diffusion priors for self‑supervised depth estimation, inferring depth from single images without labeled data. Read more: getnews.me/jasmine-leverages-diffus... #jasmine #diffusion #depthestimation

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5 months ago

Training-Free 360° Depth Estimation Using Foundation Models and Graph Optimization

RPG360 converts 360° panoramas to cubemap faces and aligns depth scales via graph optimization, attaining results on Matterport3D and Stanford2D3D. getnews.me/training-free-360deg-dep... #rpg360 #depthestimation

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5 months ago

MCPDepth Boosts Omnidirectional Depth with Multi‑Cylindrical Stereo

MCPDepth, a two‑stage framework for omnidirectional depth, reduces mean absolute error by 18.8% on the Deep360 benchmark and 19.9% on the 3D60 dataset. getnews.me/mcpdepth-boosts-omnidire... #mcpdepth #depthestimation

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5 months ago

New Approach Enables CLIP to Estimate Monocular Depth Efficiently

A learnable 'mirror' embedding added to frozen CLIP lets it produce monocular depth maps without fine‑tuning; it matches state‑of‑the‑art results on NYU Depth v2 and KITTI. Read more: getnews.me/new-approach-enables-cli... #clip #depthestimation

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5 months ago

Bi-Task Adversarial Attack Threatens Object Detection and Depth Estimation

A Bi‑Task Adversarial Attack can lower detection confidence and shift monocular depth; printed‑patch tests show it works in the real world. Read more: getnews.me/bi-task-adversarial-atta... #adversarialml #objectdetection #depthestimation

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5 months ago

[Resolume Plugins] DeepDepth – Burn the Stage (FFGL for Mac) YouTube video by Norimichi Tomita

youtu.be/PSNTsGj-Ai8
From just a single stage set photo, depth estimation creates a transition with depth — burning away or emerging in flames through projection.
#resolume #resolumearena #resolumeplugins #depthestimation #monoculardepth #filmburn #transition #stageset #projectionmapping #ffgl

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5 months ago

FOVAL Enables Calibration-Free Eye-Tracking Depth Estimation

FOVAL is a new calibration‑free eye‑tracking model that estimates fixation depth with a mean absolute error of 9.1 cm, outperforming other architectures. Read more: getnews.me/foval-enables-calibratio... #foval #eyetracking #depthestimation

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5 months ago

[Resolume Plugins] DeepDepth – Contour (FFGL for Mac) YouTube video by Norimichi Tomita

youtu.be/b_k4CsPiBus
Let’s draw contour lines with real-time depth estimation.
#resolume #resolumearena #resolumeplugins #depthestimation #monoculardepth #contour #ffgl

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5 months ago

Explainable AI tools assess monocular depth estimation models

Researchers introduced Attribution Fidelity to evaluate XAI methods for monocular depth estimation, testing it on METER and PixelFormer models; the work will be presented at IJCNN 2025. getnews.me/explainable-ai-tools-ass... #xai #depthestimation

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5 months ago

[Resolume Plugins] DeepDepth – Film Burn Transition (FFGL for Mac) YouTube video by Norimichi Tomita

youtu.be/AmuK51B9zzo
Once a depth map can be captured, the natural next step is to integrate a Film Burn transition with depth.
#resolume #resolumearena #resolumeplugins #depthestimation #monoculardepth #filmburn #transition #ffgl

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