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Title: GitHub - YuhangSong/DHP: Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018.

Open Graph Title: GitHub - YuhangSong/DHP: Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018.

X Title: GitHub - YuhangSong/DHP: Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018.

Description: Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018. - YuhangSong/DHP

Open Graph Description: Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018. - YuhangSong/DHP

X Description: Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018. - YuhangSong/DHP

Mail addresses
yuhang.song@some.ox.ac.uk,maixu@buaa.edu.cn,IceClearWJY@buaa.edu.cn,MinglangQiao@buaa.edu.cn,huoliangyu@buaa.edu.cn

Opengraph URL: https://github.com/YuhangSong/DHP

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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ieeexplore.ieee.org/document/8418756/	https://ieeexplore.ieee.org/document/8418756/
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236 Commits	https://patch-diff.githubusercontent.com/YuhangSong/DHP/commits/master/
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/commits/master/
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LICENSE	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/LICENSE
MeanOverlap.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/MeanOverlap.py
MeanOverlap.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/MeanOverlap.py
README.md	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/README.md
_config.yml	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/_config.yml
_config.yml	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/_config.yml
a3c.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/a3c.py
a3c.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/a3c.py
cc.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/cc.py
cc.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/cc.py
config.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/config.py
config.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/config.py
dataset_config.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/dataset_config.py
dataset_config.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/dataset_config.py
envs.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/envs.py
envs.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/envs.py
kill.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/kill.py
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model.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/model.py
move_view_lib.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/move_view_lib.py
move_view_lib.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/move_view_lib.py
move_view_lib_new.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/move_view_lib_new.py
move_view_lib_new.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/move_view_lib_new.py
on_line_workers_manager.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/on_line_workers_manager.py
on_line_workers_manager.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/on_line_workers_manager.py
read_yuv.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/read_yuv.py
read_yuv.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/read_yuv.py
remap	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/remap
remap	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/remap
summary.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/summary.py
summary.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/summary.py
suppor_lib.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/suppor_lib.py
suppor_lib.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/suppor_lib.py
train.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/train.py
train.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/train.py
vrplayer.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/vrplayer.py
vrplayer.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/vrplayer.py
worker.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/worker.py
worker.py	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/worker.py
README	https://patch-diff.githubusercontent.com/YuhangSong/DHP
GPL-3.0 license	https://patch-diff.githubusercontent.com/YuhangSong/DHP
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#dhp
database	https://patch-diff.githubusercontent.com/YuhangSong/DHP#download-and-setup-pvs-hm-database
code	https://patch-diff.githubusercontent.com/YuhangSong/DHP#setup-an-environment-to-run-our-code
results visualization	https://patch-diff.githubusercontent.com/YuhangSong/DHP#results-visualization
Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach.	https://ieeexplore.ieee.org/document/8418756/
Yuhang Song †	http://www.cs.ox.ac.uk/people/yuhang.song/
Mai Xu †∗	http://45.77.201.133/html/Members/maixu.html
Jianyi Wang	http://45.77.201.133/html/Members/jianyiwang.html
Minglang Qiao	http://45.77.201.133/html/Members/minglangqiao.html
Liangyu Huo	http://45.77.201.133/html/Members/minglangqiao.html
Zulin Wang	http://www.ee.buaa.edu.cn/info/1040/1130.htm
IEEE Transactions on Pattern Analysis and Machine Intelligence	https://www.computer.org/web/tpami
MC2 Lab	http://45.77.201.133/
Beihang University	http://ev.buaa.edu.cn/
	https://github.com/YuhangSong/DHP/blob/master/imgs/VRBasketball_all.gif
Download the PVS-HMEM database	https://patch-diff.githubusercontent.com/YuhangSong/DHP#download-PVS-HMEM-database
Setup a environment to run our code.	https://patch-diff.githubusercontent.com/YuhangSong/DHP#setup-an-environment-to-run-our-code
Reproduce visualized results from the paper.	https://patch-diff.githubusercontent.com/YuhangSong/DHP#results-visualization
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#download-pvs-hmem-database
	https://github.com/YuhangSong/DHP/blob/master/imgs/Snowfield_all.gif
	https://github.com/YuhangSong/DHP/blob/master/imgs/Catwalks_all.gif
	https://github.com/YuhangSong/DHP/blob/master/imgs/A380_all.gif
	https://github.com/YuhangSong/DHP/blob/master/imgs/SpaceWar2_all.gif
	https://github.com/YuhangSong/DHP/blob/master/imgs/Pearl_all.gif
	https://github.com/YuhangSong/DHP/blob/master/imgs/Predator_all.gif
	https://github.com/YuhangSong/DHP/blob/master/imgs/Camping_all.gif
	https://github.com/YuhangSong/DHP/blob/master/imgs/CandyCarnival_all.gif
	https://github.com/YuhangSong/DHP/blob/master/imgs/NotBeAloneTonight_all.gif
DropBox (Click to view)	https://www.dropbox.com/s/swenk8b33vs6151/PVS-HM.tar.gz?dl=0
in this repo	https://github.com/MinglangQiao/EM_Database/blob/master/README.md
here	https://patch-diff.githubusercontent.com/YuhangSong/DHP#details-of-the-mat-data-file
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#setup-an-environment-to-run-our-code
my personal basic setup	https://github.com/YuhangSong/Cool-Ubuntu-For-DL
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#requirements
OpenAI	https://github.com/openai/go-vncdriver
here	https://github.com/jayrambhia/Install-OpenCV
Anaconda	https://www.anaconda.com/
official site	https://www.anaconda.com/download/
a corresponding issue	https://patch-diff.githubusercontent.com/YuhangSong/DHP###remap-failed
mattcyu1	https://github.com/mattcyu1/omnieval
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#run-our-code
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#offline-dhp
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#prepare
here	https://github.com/tmux/tmux
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#train
	https://github.com/YuhangSong/DHP/blob/master/imgs/cpu.gif
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#test
a corresponding issue	https://patch-diff.githubusercontent.com/YuhangSong/DHP###restore-model-failed
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#load-our-trained-model
DropBox (click to view)	https://www.dropbox.com/s/7noao91fe6ucm3h/reproduce_17.tar.gz?dl=0
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#visualize-training-from-tensorboard
	https://github.com/YuhangSong/DHP/blob/master/imgs/tensorboard.gif
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#some-hints-on-using-the-code
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#summary-your-results-after-testing
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#kill-the-session
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#meet-some-issues
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#restore-model-failed
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#remap-failed
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#results-visualization
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#reward-function
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/our_transition.gif
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/baseline_transition.gif
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#details-of-the-mat-data-file
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#authors
Yuhang Song	https://yuhangsong.my.cam
Mai Xu	http://45.77.201.133/html/Members/maixu.html
Jianyi Wang	http://45.77.201.133/html/Members/jianyiwang.html
Minglang Qiao	http://45.77.201.133/html/Members/minglangqiao.html
Zulin Wang	http://www.ee.buaa.edu.cn/info/1040/1130.htm
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/YuhangSong.png
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/MaiXu.png
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/JianyiWang.png
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/minglang.jpeg
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/ZulinWang.png
	https://patch-diff.githubusercontent.com/YuhangSong/DHP#special-thanks
Ziyu Zhu	https://personalpage.my.cam
Haochen Wang	https://personalpage.my.cam
Chen Li	https://personalpage.my.cam
Lai Jiang	https://personalpage.my.cam
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/xx.png
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/xx.png
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/xx.png
	https://patch-diff.githubusercontent.com/YuhangSong/DHP/blob/master/imgs/xx.png
the A3C implementation	https://github.com/openai/universe-starter-agent
ieeexplore.ieee.org/document/8418756/	https://ieeexplore.ieee.org/document/8418756/
reinforcement-learning	https://patch-diff.githubusercontent.com/topics/reinforcement-learning
computer-vision	https://patch-diff.githubusercontent.com/topics/computer-vision
machinelearning	https://patch-diff.githubusercontent.com/topics/machinelearning
panoramic	https://patch-diff.githubusercontent.com/topics/panoramic
panoramic-camera	https://patch-diff.githubusercontent.com/topics/panoramic-camera
Readme	https://patch-diff.githubusercontent.com/YuhangSong/DHP#readme-ov-file
GPL-3.0 license	https://patch-diff.githubusercontent.com/YuhangSong/DHP#GPL-3.0-1-ov-file
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