From a2817219c6a57abcdd635c91ecdaada401117cc1 Mon Sep 17 00:00:00 2001 From: Guanghan Ning Date: Thu, 12 Oct 2017 14:36:45 -0500 Subject: [PATCH 1/3] update citation --- README.md | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/README.md b/README.md index e743d6b..0d76618 100644 --- a/README.md +++ b/README.md @@ -104,15 +104,16 @@ GNet-pose is released under the Apache License Version 2.0 (refer to the LICENSE --- ## Citation -The details are published as a technical report on arXiv. If you use the code and models, please cite the following paper: -[arXiv:1705.02407](http://arxiv.org/abs/1705.02407). - - @article{ning2017knowledge, - title={Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation}, - author={Ning, Guanghan and Zhang, Zhi and He, Zhihai}, - journal={arXiv preprint arXiv:1705.02407}, - year={2017} - } +If you use the code and models, please cite the following paper: +[TMM 2017](http://ieeexplore.ieee.org/document/8064661/). + + @article{ning2017knowledge, + author={G. Ning and Z. Zhang and Z. He}, + journal={IEEE Transactions on Multimedia}, + title={Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation}, + year={2017}, + doi={10.1109/TMM.2017.2762010}, + ISSN={1520-9210}, } --- From 6b5ac4a04ba080eb994ea74118f19bd9a029ba26 Mon Sep 17 00:00:00 2001 From: Guanghan Ning Date: Thu, 27 Sep 2018 11:59:01 -0700 Subject: [PATCH 2/3] Update README.md add updated prototxt and trained model, which was 93.9 on LSP. --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index 0d76618..f44b372 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,13 @@ GNet-pose ======= Project Page: [http://guanghan.info/projects/guided-fractal/](http://guanghan.info/projects/Guided-Fractal/) +UPDATE 9/27/2018: +Prototxts and model that achieved 93.9Pck on LSP dataset. +[http://guanghan.info/download/Data/GNet_update.zip](http://guanghan.info/download/Data/GNet_update.zip) + +When I was replying e-mails, it occurred to me that the models that I had uploaded was around May/June 2017 (performance in old arxiv version), and in August 2017 the performance was improved to 93.9 on LSP with a newer caffe version which fixed the downsampling and/or upsampling deprecation problem (Yeah, it "magically" improved the performance). +The best model was 94.0071 on LSP dataset, but it was not uploaded nor published on the benchmark. + -------- ## Overview Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation. From c70e0fc65b290e68a16ca3040a70300f9c2bee44 Mon Sep 17 00:00:00 2001 From: Guanghan Ning Date: Thu, 27 Sep 2018 11:59:49 -0700 Subject: [PATCH 3/3] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f44b372..873758b 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,7 @@ GNet-pose Project Page: [http://guanghan.info/projects/guided-fractal/](http://guanghan.info/projects/Guided-Fractal/) UPDATE 9/27/2018: + Prototxts and model that achieved 93.9Pck on LSP dataset. [http://guanghan.info/download/Data/GNet_update.zip](http://guanghan.info/download/Data/GNet_update.zip)