From d1a933560a1975a5a5f107bbad66eaf98f6b19d0 Mon Sep 17 00:00:00 2001 From: stevenlsw Date: Thu, 5 Oct 2023 17:19:51 -0500 Subject: [PATCH] add method --- index.html | 106 +++++++++++++++++++++++++++++++++++ static/videos/framework.mp4 | Bin 0 -> 1040289 bytes static/videos/hand_model.mp4 | Bin 0 -> 27969 bytes static/videos/ho_cmap.mp4 | Bin 0 -> 382596 bytes static/videos/ho_part.mp4 | Bin 0 -> 192662 bytes static/videos/ho_uv.mp4 | Bin 0 -> 208978 bytes 6 files changed, 106 insertions(+) create mode 100644 static/videos/framework.mp4 create mode 100644 static/videos/hand_model.mp4 create mode 100644 static/videos/ho_cmap.mp4 create mode 100644 static/videos/ho_part.mp4 create mode 100644 static/videos/ho_uv.mp4 diff --git a/index.html b/index.html index ac7691d..eabdc69 100644 --- a/index.html +++ b/index.html @@ -22,6 +22,13 @@ gtag('config', 'G-PYVRSFMDRL'); + + + + @@ -178,6 +185,105 @@

Video

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Contact Representation

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+ Object-centric ContactGen consists of three maps, contact map, part map and direction map. + All maps are defined on object points. Contact map represents the contact probability of the point. + Part map indicate the hand part label in contact with the object point. + Direction map records the direction of this point w.r.t. the hand part. +

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Contact Map

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Part Map

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Direction Map

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Generative Contact Modeling

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+ Conditioned on the input object point cloud, + we decompose the joint distribution of ContactGen into three conditional probabilities by a sequential CVAE. + The contact map is conditioned on object input; the part map is additionally conditioned on contact map; + direction map additionally conditioned on part map. Each component is controlled by a latent code. +

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Model-based contact solver

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+ Given the sampled obejct-centric ContactGen from the generative model, + we decode it into the corresponding hand grasp. + To achieve this, we convert the MANO model into a piecewise SDF model to enhance the compatibility with + the proposed ContactGen for grasp synthesis, + formulate a model-based optimization to infer the pose and shape of the hand. +

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Piecewise hand SDF model

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BibTeX

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