Thursday, September 28, 2017

Physical Cameras in Stingray

This is a quick blog to share some of the progress Olivier Dionne and I made lately with Physical Cameras in Stingray. Our goal of implementing a solid physically based pipeline has always been split in three phases. First we validated our standard material. We then added physical lights. And now we are wrapping it up with a physical camera.

We define a physical camera as an entity controlled by the same parameters a real world camera would use. These parameters are split into two groups which corresponds to the two main parts of a camera. The camera body is defined by it's sensor size, iso sensitivity, and a range of available shutter speeds. The camera lens is defined by it's focal length, focus range, and range of aperture diameters. Setting all of these parameters should expose the incoming light the same way a real world camera would.

Stingray Representation

Just like our physical light, our camera is expressed as an entity with a bunch of components. The main two components being the Camera Body and the Camera Lens. We then have a transform component and a camera component which together represents the view projection matrix of the camera. After that we have a list of shading environment components which we deem relevant to be controlled by a physical camera (all post effects relevent to a camera). The state of these shading environment components is controled through a script component called the "Physical Camera Properties Mapper" (more on this later). Here is a glimpse of what the Physical Camera entity may look like (wip):

So while there are a lot of components that belongs to a physical camera, the user is expected to interact mainly with the body and the lens components.

Post Effects

A lot of our post effects are dedicated to simulate some sort of camera/lens artifact (DOF, motion blur, film grain, vignetting, bloom, chromatic aberation, ect). One thing we wanted was the ability for physical cameras to override the post processes defined in our global shading environments. We also wanted to let users easily opt out of the physically based mapping that occurred between a camera and it's corresponding post-effect. For example a physical camera will generate an accurate circle of confusion for the depth of field effect, but a user might be frustrated by the limitations imposed by a physically correct dof effect. In this case a user can opt out by simply deleting the "Depth Of Field" component from the camera entity.

It's nice to see how the expressiveness of the Stingray entity system is shaping up and how it enables us to build these complex entities without the need to change much of the engine.

Properties Mapper

All of the mapping occurs in the properties mapper component which I mentioned earlier. This is simply a lua script that gets executed whenever any of the entity properties are edited.

The most important property we wanted to map was the exposure value. We wanted the f-stop, shutter speed, and ISO values to map to an exposure value which would simulate how a real camera sensor reacts to incoming light. Lucky for us this topic is very well covered by Sebastien Lagarde and Charles de Rousiers in their awesome awesome awesome Moving Frostbite to Physically Based Rendering document. The mapping basically boils down to:

local function compute_ev(aperture, shutter_time, iso)
 local ev_100 = log2((aperture * aperture * 100) / (shutter_time * iso))
 local max_luminance = 1.2 * math.pow(2, ev_100)
 return (1 / max_luminance)
end

The second property we were really interested in mapping is the field of view of the camera. Usually the horizontal FOV is calculated as 2 x atan(h/2f) where h is the camera sensor's width and f is the current focal length of the lens. This by itself gives a good approximation of the FOV of a lens, but as was pointed out by the MGS5 & Fox Engine presentation, the focus distance of the lens should also be considered when calculating the FOV from the camera properties.

Intuitively we though that the change in the FOV was caused by a change in the effective focal length of the lens. Adjusting the focus usually shifts a group of lenses up and down the optical axis of a camera lens. Our best guess was that this shift would increase or decrease the effective focal length of the camera lens. Using this idea we we're able to simulate the effect that changing the focus point has on the FOV of a camera:

local function compute_fov(focal_length, film_back_height, focus)
 local normalized_focus = (focus - 0.38)/(5.0 - 0.38)
 local focal_length_offset = lerp(0.0, 1.0, normalized_focus)
 return 2.0 * math.atan(film_back_height/(2.0 * (focal_length + focal_length_offset)))
end

While this gave us plausible results in some cases, it does not map accurately to a real world camera with certain lens settings. For example we can choose a focal length offset that gives good FOV mapping for a zoom lens set to 24mm but incorrect FOV results when it's set to 70mm (see video above). This area of lens optics is one we would like to explore more in the future.

In the future we will map more camera properties to their corresponding post-effects. More on this in a follow up blog.

Validating Results

To validate our mappings we designed a small, controlled environment room that we re-created in stingray. This idea was inspired by the "Conference Room" setup that was presented by Hideo Kojima in the MGS5 & Fox Engine presentation. We used our simplified, environment room to compare our rendered results with real world photographs.

Controlled Environment:

Stingray Equivalent:

Since there is no convenient way to adjust the white balancing in Stingray, we decided to white balance our camera data and use a pure white light in our Stingray scene. We also decided to compare the photos and renders in linear space in the hope to minimize the source of potential error.

White balancing our photographs:

Our very first comparison we're disapointing:

We tracked down the difference in brightness to a problem with how we expressed our light intensity. We discovered that we made the mistake of using the specified lumen value of our lights as it's light intensity. The total luminous flux is expressed in lumens, but the luminous intensity (what the material shader is interested in) is actually the luminous flux per solid angle. So while we let the users enter the "intensity" of lights in lumens, we need to map this value to luminous intensity. The mapping is done as lumens/2π(1-cos(½α)) where α is the apex angle of the light. Lots of details can be found here. This works well for point lights and spot lights. In the future our directional lights will be assumed to be the sun or moon and will be expressed in lux, perhaps with a corresponding disk size.

With this fix in place we started getting more encouraging results:

There is lots left to do but this feels like a very good start to our physically based cameras. This is my last post on the Stingray blog but you can follow Olivier on Twitter if you want to stay up to date with the advances made by the Stingray rendering team. Cheers!

301 comments:

  1. OneDrive makes sharing and record organization less requesting in the cloud, enabling people to securely store, access, and offer their archives and photos from wherever, finished their contraptions.www.office.com/setup

    ReplyDelete
  2. AOL Email Support is one of the best email service providers that helps in AOL email related issues.,Find solutions to your AOL Mail, login, Desktop Gold, AOL application, watchword and membership questions. Discover the help alternatives to contact client mind by email, visit, or telephone number..call TOllfree 1855-888-4421
    Please visit...
    Aol Email Support

    ReplyDelete

  3. Office.com/setup - Instructions for Office Setup Installation with the assistance of this Blog. Get the guidelines for establishments help with Microsoft Office Follow the direction on the page. you can download and install Office, Help with moving up to Windows 10, Installation process for Office 365 Home
    For Installation Help Please Visit...
    Office Setup

    ReplyDelete
  4. Office.com/setup - Instructions for Office Setup Installation with the help of this Blog. Get the installation help for Microsoft Office Follow the bearing on the page. you can download and introduce Office, Help with installation process of Windows 10, Installation process for Office 365 Home
    For Installation Help Please Visit...
    office setup
    Install office
    Install Microsoft office

    ReplyDelete
  5. Awesome Content written.
    The writer has shown a good style of writing in this article.
    Here is the best anti adware software for your computer?
    Do you know which is the best way to prevent and remove crysis ransomware.
    The latest news is that a Best pop up blocker.
    Checkout the most effective way to remove shortcut virus from your computer.

    ReplyDelete
  6. After purchasing MS Office - Visit http://officecom-setup.com sign in to your Microsoft account then enter product key. Still facing problem Check Office Setup Guide.
    US : +1-888-254-4408 UK : +44-0808-234-2376 AUS : +1-800-985-062 (toll free)

    ReplyDelete
  7. Protect your Pc/laptop and other devices with best http://norton-norton-setup.com/ Antivirus. Get security against spyware, malware and viruses. Download Now.
    US : +1-888-254-4408 UK : +44-0808-234-2376 AUS : +1-800-985-062 (toll free)

    ReplyDelete



  8. sure-track Provides 24/7 Online GPS Car Tracking Solution. Track your vehicle real time from web and smartphone. Ensure safety of your Kids, Parents and Teen. We provide GPS based Personal Car Tracking Device.
    https://www.sure-track.co.uk/how-sure-track-helps/monitor-plug-play-vehicle-tracking/

    ReplyDelete
  9. Goto norton.com/setupor Call 1-888-905-1333 Get Norton Technical Support for Norton Security Issues – Best Virus Protection Product with Norton Antivirus.
    norton.com/setup
    Norton Antivirus
    Norton Activation
    Norton Tech Support
    Norton Support

    ReplyDelete
  10. I always wait for their posts for they are very well explained and written! If you are an avid reader, you would love reading them as well!Click2Gov data breach: Financial corporate Cybercrime

    ReplyDelete
  11. Brainy Provide education franchise opportunities and online education business opportunities along with how to start online education franchise business and investment information and complete course structure for 7-12 years kids.

    business opportunities in education sector in India

    ReplyDelete
  12. All information are very useful for me.
    If you having any issues from your Canon printer. call us -1-800-293-9401
    Canon Printer Customer Support

    ReplyDelete
  13. A very nice post. To develop your own card game app, contact RV Online Gaming Company.

    ReplyDelete
  14. Thanks for sharing nice information with us. i like your post and all you share with us is uptodate and quite informative, i would like to bookmark the page so i can come here again to read you, as you have done a wonderful job. Photo cameras user manuals

    ReplyDelete
  15. These few features will help you get the best home security system which will bring you peace of mind and security you so deserve in your Hikvision Melbourne Just ensure your research and evaluation is thorough before entering into any related deals.

    ReplyDelete
  16. Security measures such as Sydney Serious CCTV cameras, recorders, and fingerprint/password protected access control systems ensure legal help if things go wrong. More important, they can actually prevent or stop things from going south.

    ReplyDelete
  17. Get in touch with Avast Antivirus Tech Support Number for Installation error & setup configuration, Fix Avast Antivirus Error, Product key issues from our certified Avast tech support team. Call Us our toll-free number 1-800-293-9401.

    Avast Antivirus Tech Support Number

    ReplyDelete
  18. Thanks for such a great article here. I was searching for something like this for quite a long time and at last, I’ve found it on your blog. It was definitely interesting for me to read about their market situation nowadays.iot certification chennai | iot training courses in chennai | iot training institutes in chennai | industrial iot training chennai

    ReplyDelete
  19. This is a great inspiring article.I am pretty much pleased with your good work.You put really very helpful information.
    www.office.com/setup

    ReplyDelete
  20. HP Printer Support is a leading company and a renowned brand in the world for printers, scanning devices and printing supplies. This includes Inkjet printers, LaserJet, office jet and related products. Epson Printer Support to individual consumers, to small and medium businesses and large enterprises. However if you look for HP technical support, Printer Support offers.
    Canon Printer Support |
    Brother Printer Support |
    Lexmark Printer Support |
    Dell Printer Support |
    garmin.com/express

    ReplyDelete
  21. Printer support Today in this world of technology, there are many companies which are booming up because of the software as well as hardware services which they offer. Browser Support This has become one of the leading forms of business as computers have entered every nook and corner in today’s world. The competition is also too high, that only those companies which excel in the service provided can survive.
    Garmin Connect Sign in
    Netgear Router Support Number
    Support for Quickbooks
    Pogo Game Support Number |
    garmin.com/express

    ReplyDelete
  22. Fantastic post, very informative. I wonder why the other specialists of this sector do not notice this. You must continue your writing. I'm confident, you have a great readers' base already! reviewworldall

    ReplyDelete
  23. The most common mistake that Norton users commit while installing Norton antivirus is that they forget to remove their previous antivirus software from their PC. As our experts who are available at Norton Customer Care Number UK always say, that presence of other security program will not allow Norton to get installed.
    Contact: - 0808-169-1988
    Address: - London UK
    Website: - http://www.uk-help.co.uk/norton-antivirus.php
    FaceBook: - https://www.facebook.com/ukhelplinenumber

    ReplyDelete
  24. Great, I really find this very useful. Cheers! eastendtopreviewer

    ReplyDelete
  25. Hi there,
    I appreciate your Blog. Thank you for sharing your valuable information.
    Check out our website we provide Antivirus Helpline support services. If you face any Antivirus related issues give us call at 1-888-883-9839.

    ReplyDelete
  26. Here is best information guide about download fest.https://downloadfestivaluk.puzl.com

    ReplyDelete
  27. Top tips to download Alexa App for Alexa setup and Setup Amazon Alexa Echo Devices (Echo setup, Echo Dot setup, Echo Show setup, etc.) by visiting here

    echo dot setup
    alexa setup
    alexa app

    ReplyDelete
  28. Thank you for sharing excellent information. Your website is so cool. I am impressed by the details that you have on this website. It reveals how nicely you understand this subject. Bookmarked this website page, will come back for extra articles. You, my friend, ROCK! I found simply the info I already searched everywhere and simply could not come across. What a great web site. Visit@: my sites :- office.com/setup »Norton.com/setup»McAfee.com/Activate

    ReplyDelete
  29. The article has actually peaks my interest. I am going to bokmarks your web site and maintain checking for brand new information.
    Dell Customer Support
    Brother Printer Support Number
    Dell Customer Service
    Brother printer support

    ReplyDelete
  30. Thank you so much for this post I'm satisfied with the arrangement of this post and this post is very informative and helpful.
    Dell Command Update

    ReplyDelete
  31. Today’s Many people are choosing the Apple iMac now a days because of its lovely capabilities. It has were given a slender and smooth layout body. in relation to performance Apple iMac is certainly a wonder.
    imac support number

    ReplyDelete
  32. Top tips to download Alexa app for Echo Dot setup, connect Alexa echo to wifi, setup Alexa echo device (Echo, Echo dot setup, Echo show etc.)
    Today get Amazon Alexa app and setup it with echo device by following easy steps. To know simple steps Visit
    alexa.amazon.com
    echo dot setup
    alexa setup
    amazon echo setup

    ReplyDelete

  33. Awesome post. I am a normal visitor of your blog and appreciate you taking the time to maintain the excellent site. I’ll be a frequent visitor for a long time.
    video production company
    production houses in delhi
    Corporate film makers
    Documentary Film Makers in Delhi
    Filmmakers in Delhi
    promotional video services in delhi ncr

    ReplyDelete

  34. Jeewangarg is a one-stop solution for all of your digital marketing needs whether to build your online presence or establish your own brand. We are specialized in building a website, doing Effective SEO for websites and providing the best Google Adwords Services and Digital Marketing Agency to our valuable clients. Though, there are numerous factors that separate us from any other SEO Services in Delhi, here are a few that we believe would not be too much to mention.

    ReplyDelete
  35. Emedkit are a global pharmaceutical company whose mission is to advance the well-being of people around the world especially in countries like India, USA, Russia, Romania, Peru, and China. Our products include treatments for diseases such as Ledifos tablets, HIV/AIDS, Cancer, Hepcinat Lp tablets, Cancer Medicine. We provide our products at the lowest possible price as we stock bulk qualities and we deal both in drop shipping and bulk shipping.

    Buy Hepcinat Lp tablets Online

    Liver Cancer Medicine

    Buy Alecensa 150 mg Tablet

    ReplyDelete
  36. Jeewangarg is one of the Best Digital Marketing Agencies where you can find each and every solution under one roof. We are efficient enough to provide our clients the best seo services in Delhi & PPC Services in Delhi at the same place. Moreover, we are the best website designing company in delhi ncr.

    ReplyDelete
  37. Excellent Post, Very informative. Plan Your next Holidays with Indian Travel Store and get some Exciting Deals on Tours & Travels Packages for Shimla, Manali, Nepal, Bhutan, Rajasthan, Dalhousie, Dharamshala, Kerala, Uttarakhand and many more. Book your next Shimla Manali Tour Package with us for availing some great deals.


    Manali tour package
    Shimla manali tour package

    ReplyDelete
  38. Thanks for sharing this informative post. Here we are presenting Chanson Water.
    Best alkaline water ionizer machine manufacturers in india.
    alkaline water machine
    water ionizer india

    ReplyDelete
  39. your site is very nice, and it's very helping us this post is unique and interesting, thank you for sharing this awesome information. and visit our blog site also
    Tamilrockers




    tipsontechnology

    learn every time new tips on technology

    ReplyDelete
  40. Hello, I have browsed most of your posts. This post is probably where I got the most useful information for my research. Thanks for posting, we can see more on this. Are you aware of any other websites on this subject.
    Dell support assistant

    ReplyDelete

  41. I really thank you for the valuable info on this great subject and look forward to more great posts. Thanks a lot for enjoying this beauty article with me. I am appreciating it very much! Looking forward to another great article. Good luck to the author! All the best!
    Reset icloud Password

    ReplyDelete
  42. I'm very thankful to you to give us this amazing information. I appreciate your intelligence and knowledge. And if you are facing error code 2147500037 in your Brother Printer then visit our website and solve this problem in no time by following the simple steps given by our printer experts.
    How to fix Brother Printer error code 2147500037

    ReplyDelete
  43. Thank you so much for the wonderful website. Which made my day and got full information about Ac Market. Loved this website and recommended for all the users.
    https://acmarket.one/
    Ac Market
    Ac Market APK
    AcMarket

    ReplyDelete
  44. 1.To begin with, navigate to the hp support page
    2.Find the software and drivers option on the top blue bar
    3.In the next page select the option as printer
    4.You will have to type in the printer model which is, in this case, HP Envy 5055
    5.The next page will have the list of HP Envy 5055 drivers
    6.Choose the correct one and click on the download
    7.After the download completes, continue with the instructions on the screen to complete the HP Envy 5055 driver
    If you want to know anything else regarding the HP printers, call us using the toll-free number.

    ReplyDelete
  45. Kerala is the dream destination of all the tourists, adventurers, honeymooners, and visitors. If you also want to book kerala tour packages for family then explore the range of best kerala tour packages with price by Indian Travel Store and select one among a wide range of kerala tour packages which suits your budget and requirements.

    kerala tour packages from hyderabad

    ReplyDelete
  46. I really loved reading your blog. It was very well authored and easy to understand.
    Unlike other blogs I have read which are really not that good.Thanks alot!
    Read Link Resources Blogs
    Read Safety Tips When you Working at Heights.

    Read article on Why PPE is Required.

    ReplyDelete
  47. We offer the best do my college homework service & assignment help in US. We work round the clock, have the lowest prices, and love helping students!

    ReplyDelete
  48. Its an amazing website, really enjoy your articles. Helpful and interesting too. Keep doing this in future. I will support you.
    hepcinat lp
    ledifos
    velpanat
    sovihep
    hepcinat lp

    ReplyDelete
  49. I'm very thankful to you to give us this amazing information decumar new visit our website and solve this problem in no time by following the simple steps given by our printer experts. COMBO DECUMAR SUPER

    ReplyDelete
  50. Nice Blog, keep it up for more updates about this type of blog DECUMAR CLEAN.Carolina Classics is the manufacturer of best F-100 Classic Ford Truck Parts DECUMAR CLEAN

    ReplyDelete
  51. "This information is very useful to me. Please share more information about this. Thankyou for sharing this information with us.
    web designing company in Dwarka

    ReplyDelete
  52. Thanks dear For your Nice Post . It's Was Amazing! Friend I have Blog About Microsoft office setup .
    If anyone interested to setup office please Visit My Blog. I will be apprised.

    shor discription About my blog here :


    office.com/setup : At the point when we are working or
    serve the client just one in our mind that is "Consumer loyalty". We think each agents believing resembles as we have and
    we are continually hoping to improve our capacity to address the issue of our customers.
    We have huge number of trucks and other development gear to take the necessary steps in a great way and our trustworthiness, workplace and advancement to take the organization on high.
    At the point when each client really fulfilled , then individuals says that is the privilege choice.For More : office.com/setup
    \ Microsoft office setup
    Best Regards

    Microsoft office setup | www.office.com/setup |

    norton.com/setup | Buy Google Voice Account | office.com/setup

    ReplyDelete
  53. Complete knowledge of How to Convert OST to PST in MS Outlook 2016 by following some easy steps. You can read this blog by visiting "Convert OST to PST"

    ReplyDelete
  54. If you are looking office software downloading, then you will receive a Microsoft Office product key, in your registered email address, which will be required at the time of product activation. If you have purchased the Office product Offline, then you will receive its product key in the box along with the setup CD.
    office.com/setup

    ReplyDelete
  55. Often the Are generally Weight reduction plan is unquestionably an low-priced and flexible weight-reduction plan product modeled on individuals seeking out shed some pounds combined with at some point maintain a far healthier your life. la weight loss solidworks 2018 premium

    ReplyDelete
  56. Download your favorite Latest Mp3 Lyrics that are available in English, Hindi, Bangla, Telugu, Latin, Arabic, Russian, etc.

    Click Here

    Click Here

    Click Here

    Click Here

    Click Here

    ReplyDelete
  57. After 20 years of working with Senior Executives across the world it's interesting to see the mistakes when appointing Senior Executives. There can be many reasons why, but one reason is not understanding the differences of working in a Family Business and a Non-Family Business. I've recently met several Senior Executives who are unhappy with their employment because of this lack of knowledge and understanding and I'm meeting Business owners who didn't realise there was a difference. These Business Owners feel that money and title is enough and stick to the Mantra of "Surely experienced 'C' level Executives can work in any company?" buy cheap graphic design software

    ReplyDelete
  58. office.com/setup will help you to deploy the office setup successfully on your device. Here are easy steps to download, install and activate office setup. Visit office.com/setup now.

    install office 365 product key

    ReplyDelete
  59. Are you having trouble in sign in to the Binance account? If you are having trouble in signing in and now seeking remedies that could help you in fixing all your problems. To deal with all these troubles, you should directly contact with the team over Binance customer care number which is functional and users can Binance Customer Service Number have conversation with the team to get verified solutions that would help in fixing all your troubles immediately. Contact the team anytime to avail possible best solutions that are the required medicine to all your queries.

    ReplyDelete
  60. Have you forgotten your password of Blockchain customer care UNITED STATES account? Do you know how to recover it? To recover your password one should have the access of their email id . If you still unable to reset it on your own then, don’t Blockchain Customer Service Number need to get panic at all as you can always take assistance from the experts by dialing Blockchain Customer care number at any time and from any city. The customer care support team will fix your issue with perfect precision in no time.

    ReplyDelete
  61. Are you facing error in executing the password recovery process of your Blockchain account? If you don’t know how to eliminate password issues and looking for solution to deal with error, you can always ask for help from the team of skilled professionals who are Blockchain Customer Service Number there to assist you. You can call on Blockchain customer service number which is functional and users can have conversation with the team anytime related to issues. You can always take help in eliminating errors from the bottom.

    ReplyDelete
  62. This article is really useful and informative. I was looking for this information today and found so many pieces of content on the internet in which I would say this is really helpful. I contacted I See Media three months back and taken their social media services which lead my business to have a good value through social media.


    online marketing services in London

    Social Media

    iseemedia

    profile

    online marketing services

    online marketing services in London

    online marketing services

    online marketing

    social media marketing

    ReplyDelete
  63. What is Search Engine Optimization (SEO)? In simple words, Search Engine Optimization (SEO) can be defined as the Do's and Don'ts of Search engines that if followed properly can improve the visibility of your website which will eventually lead to better sales and promotion of your website, products and services. DA 30+

    ReplyDelete
  64. What is Search Engine Optimization (SEO)? In simple words, Search Engine Optimization (SEO) can be defined as the Do's and Don'ts of Search engines that if followed properly can improve the visibility of your website which will eventually lead to better sales and promotion of your website, products and services. link building service

    ReplyDelete
  65. What is Search Engine Optimization (SEO)? In simple words, Search Engine Optimization (SEO) can be defined as the Do's and Don'ts of Search engines that if followed properly can improve the visibility of your website which will eventually lead to better sales and promotion of your website, products and services. niche

    ReplyDelete
  66. Indium Software, a global digital technology services company, has announced its strategic partnership with Mendix, a low-code software platform that provides tools to build, test, deploy and iterate applications in real-time. For more Read on: Indium Software Expands Partnership with Mendix

    ReplyDelete
  67. Are you finding it difficult to resolve MyEtherWallet two-factor authentication expansion error? Do you need solutions to fix this error completely from the roots? If you are not aware of these steps and you are looking for one, you can always take help from the team of elite professionals who are there to guide you. You can always call on MyEtherWallet customer care number which is always functional and the MyEtherWallet Customer Service Number team is ready to support you at every corner, therefore, you can reach them for availing better remedies from the roots.

    ReplyDelete
  68. Is your Binance account experiencing any kind of errors? Its true that not a week goes by when we don’t hear about hacking troubles take place on the exchange platform. If you don’t know how to deal with this error and need remedies from the elite professionals, you can always take help from them and rectify all your Binance Customer Service Number queries immediately from the roots. Reach them via calling on Binance customer care number which is always applicable and the team can contact them at any time related to their queries.

    ReplyDelete
  69. Thank you for sharing this article. I really love it. please keep sharing the good articles.
    whatsapp group 18+ 2020
    randi whatsapp group join 2020

    ReplyDelete
  70. Your articles are very good, nice to read, thanks for sharing such good articles.
    tayammum-karne-ka-tarika-in-hindi

    ReplyDelete
  71. Yes it could be argued that the opening ‘flash forward’ is unnecessary and the intriguing way the story is set up – each character is deliberately set aside with on screen name captions – doesn’t really pay off with the type of intricate ‘character study’ it was promising, it’s still admirable that a potentially silly premise is treated with such square-jawed conviction. 먹튀사이트

    ReplyDelete
  72. This article is very good. We would like to leave a good article. To read more articles, click here >>>
    bloglovin
    5e68b4dadffdc.site123.me
    wixsite
    blogspot
    manop9898.blogspot.comt

    ReplyDelete
  73. Thanks for sharing this fantastic blog, really very informative. Your writing skill is very good, you must keep writing this type of blogs. Url Roku Com Link that comes up on the screen is an indication that there’s something wrong with the internet connection as Roku needs a strong connection for playing the videos.

    ReplyDelete
  74. Hello to all I cannot understand the way to add your website in my rss reader. Assist me, please 먹튀헌터

    ReplyDelete
  75. You’re the best, It’s posts like this that keep me coming back and checking this blog regularly, thanks for the info! 먹튀사이트

    ReplyDelete
  76. We are a SEO Company in Chennai, our SEO experts have good years of experience with tried & tested techniques to rank your website. So, if you are looking for a Best SEO Company in Chennai feel free to contact us.

    ReplyDelete
  77. The post is absolutely fantastic! Lots of great information and inspiration both of which we all need! Also like to admire the time and effort you put into your blog.
    Kids Games Online
    Free Kids Games
    popular social media

    ReplyDelete
  78. It was very nice going through your post. I am going to visit your page more often. Thanks for Sharing!

    https://decoro.in/occassions/baby/mundan-decoration/

    ReplyDelete
  79. Thanks for taking the time to discuss this, I feel strongly about it as well as love understanding more about this topic. If possible, while you acquire expertise, would you mind upgrading your blog with more information? It is extremely ideal for me. 호게이밍

    ReplyDelete
  80. Facing any technical glitch in the QuickBooks? Give a call at QuickBooks Support Phone Number Hawaii 1-833-325-0220. Our learned & certified QuickBooks experts available 24/7 to give assistance.

    ReplyDelete
  81. You can do the block work very well. I tried it and liked it very much. We really appreciate it. We would like to introduce our work. Support me and Thank you so much

    ReplyDelete
  82. Thanks a lot very much for the high quality and results-oriented help iniciarbldaoi. I won’t think twice to endorse your blog post to anybody who wants and needs support about this area.

    ReplyDelete
  83. Hey!
    Thanks for sharing this one, it was very helpful. Looking forward to visit your page more often.

    ReplyDelete
  84. Hey!
    This was very helpful, thanks for sharing!

    ReplyDelete
  85. Nice Post, I really loved this Blog.
    If you are looking for a kind of streaming device that can offer you to watch a large number of TV Programs or movies for the sake of entertainment.


    roku activation link
    How to Activate Hulu Plus on Roku Device?
    Roku Activation Link code

    ReplyDelete
  86. Ludo King MOD is a modified version of download game ludo king, one of the best applications to play online ludo, a simpler version of Parcheesi on your Android

    ReplyDelete
  87. Here is the high DA Free PPT submission sites list in India. PPT submission is the way of submitting your website link in PPT form including your keywords.

    ReplyDelete
  88. Looking for top 7 hair curling iron in India under 1000 INR ?. Here is the list of best hair straightener and curler brand in India 2020 with prices.

    ReplyDelete
  89. Follow football news And the cool thing here.
    ติดตาม ข่าวสารฟุตบอล และที่เด็ดได้ที่นี้
    ฮิเมเนซคฮิเมเนซ เบิกร่องฉลองครบ 100 นัด

    ReplyDelete
  90. That's pretty interesting thing to try. Great article

    ReplyDelete
  91. Looking for SEO Khazana latest bookmarking list ?. Here is the list of free social bookmarking submission sites for 2020 and create a good quality backlinks for your website.

    ReplyDelete
  92. Digital Marketing Course in Sector 2 Noida . BeingDigitally offers SEO, PPC training courses with live project training. Call 9971069866.

    ReplyDelete
  93. Excellent article content you have shared here website, thanks for taking the time to share with us such a great release and, I really appreciate your helpful work on this release. Such a great post ! Click Here: Epson Printer Error Code e-11

    ReplyDelete
  94. Wolfer Contenedores Uruguay es un proveedor premium de productos de contenedores en todo el mundo. Contáctenos para consultas sobre contenedores y entrega instantánea.

    ReplyDelete
  95. i really found those colored items really enticing, looking like a pallete

    yellowatone hoodie coat



    ReplyDelete

  96. NICE BLOG
    That's Great & Giving so much information after reading your blog.For RentaPC : Laptop on Rent | PC | Tablets | Macbooks
    Great thanks to you
    Laptop on Rent
    Latest News

    BT Mail

    ReplyDelete
  97. QuickBooks Customer Service is one of the reliable options if you are looking at how to create and delete budget in QuickBooks Desktop. We are serving all over the nation. Whatever you change QuickBooks password or resolve another error just consider our Quickbooks Customer Service Team. Our Experts never disappoint You.
    Contact or roadrunner support team or visit by this link: Create and Delete Budget in Quickbooks Desktop

    ReplyDelete
  98. This blog solved my problems thanks for sharing this information. Lucky Debate Jacket

    ReplyDelete
  99. Chase Bank gives customers to verify their credit card receipt and activate the card from home or anyplace over the Chase verify card conveniently. If you are facing any glitches with your card so simply visit Chase com verify card contact us. Chase bank customer care always ready to help our customers and resolve issues as soon as possible.
    Read more…

    ReplyDelete
  100. Great information, thanks for sharing this excellent blog with us. Ogen Infosystem is one of the leading Website Designing Company in Bangalore. Visit our website for more information.
    Website Design Company in Bangalore

    ReplyDelete
  101. Right here is the perfect website for anyone who would like to find out about this topic. You realize a whole lot its almost hard to argue with you.You definitely put a brand.

    AnyTrans Crack

    Crack Software

    Pc License Keys

    ReplyDelete
  102. This site is excellent and so is how the subject matter was explained. I also like some of the comments too. Waiting for the next post
    Parallels Desktop Crack

    Crack Software

    Crack Software

    ReplyDelete
  103. Spend Your Night With Your Fast Outcall Udaipur Escorts
    You want to see Udaipur Escorts today? No problem, there is an option in the filter called "available today". That means that this Udaipur Call girls offers her services like an outcall blow job, incall massage or just classic girlfriend sex for you today.
    Udaipur Escorts
    Udaipur Escorts

    ReplyDelete
  104. This article is very well written.
    If you have any issues related QuickBooks like Change QuickBooks Password, Download QuickBooks File Doctor, and QuickBooks Error Code then click here

    Download QuickBooks File Doctor
    Download QuickBooks File Doctor tool
    Network Issues With Download QuickBooks File Doctor
    Company File And Network Issues With Download QuickBooks File Doctor
    QuickBooks File Doctor tool
    to resolve the issues.

    ReplyDelete
  105. Your blog is very informative and you always update it in order to provide us such kind of knowledge, thanks for the help!
    Kanag
    Top Ranking School in Ghaziabad
    ISO Certified School in Delhi NCR
    Hearing loss treatment in Meerut
    Online Marketing Company in Meerut

    ReplyDelete
  106. Delhi Call Girls Photo, We're readily available 24×7 for you personally it is really available to forget all of our girls virtually any time. We're certainly abiding that soon after classes all of our consideration people on your own find all of our girls should you demand them.

    ReplyDelete
  107. Hi, I am Kevin Booth, currently working at blockchain support. We are an independent third-party blockchain support provider. If you facing any issues while creating your new Blockchain account or while managing an old blockchain account, simply contact us at the blockchain support number and experts will resolve your issue.

    ReplyDelete
  108. A great cryptocurrency to invest in is Score, where you will get a high return on investment. Invest in cryptocurrency today, don't delay.


    Cryptocurrency Investment Company in India

    Cryptocurrency Investment Company in UK

    Best Cryptocurrency to buy in india

    ReplyDelete
  109. If you need a partner who understands your desires and strives to enhance your happiness, then I am the only option for you with Jaipur Escorts. If you want your own escort to be present, I can rock a pair of pants while I can also be a hot and exciting Jaipur escorts bhabhi in a sari blouse for you.

    ReplyDelete
  110. You are Searching for girls and housewives who spend time make you refresh choose Ujjain Escorts we provide all kinds of services like dating physical need much more never forget to check Russian girls visit website

    ReplyDelete
  111. Your style is unique in comparison to other people I’ve read stuff from.
    mnsoftware cracks

    ReplyDelete
  112. The world's first, 100% common arrangement intended to traget low center internal heat level meticore supplement

    Meticore is the lone item on the planet with a ptoprietary mix of 6 of the greatest quality supplements what is the best supplement for weight loss

    meticore supplement

    ReplyDelete
  113. If you're trying to find thefrontier email settings procedure, browse this text totally, and obtain your new account.

    ReplyDelete