Image Processing - Volumetree
Image Processing - Volumetree

Image Processing

4,268 Comments / All, Technology / By

It is said that a picture says a thousand words. What could take a writer ten pages to describe can be visualized in seconds using an image. The human brain has a nearly infinite capacity to analyze, interpret and assimilate an image into meaningful information for us, which we can relate to. From social engineering to marketing and from law enforcement to the military, image processing is essential in nearly every facet of our lives today.

Image Processing in Marketing:

Images determine our perception of products. Whether they appeal to us or not, whether we like the color combination and if we have seen those products before is extremely relevant data for marketing teams.

Marketers of products and services have, in recent years, realized just how important images are in attracting attention and conveying messages to buyers. A well-presented image has the power to affect potential customers’ emotions, introduce the positive features of a product and as a result, increase a business’ sales.

Marketing companies now understand that listening to the social media feeds of their customers is a powerful way to understand the product’s audience and their opinions and preferences.

However, this audience is increasingly using images to communicate online, which means there is a pressing need to incorporate image analysis into your social listening strategy to tap into the full conversation. Beyond seeing the big picture, image analysis can provide some interesting ways to one-up your next marketing gig.

To better understand the audience, marketers need to understand how artificial intelligence and machine learning can help analyze images shared on social media channels that feature their products or those of their competitors to see how consumers are using products and better market to those audiences.

As an example, if a celebrity shares a photo of himself or herself on Instagram with your product or brand but does not directly mention the brand in the post, you can use AI and image analysis to identify whether the brand’s logo was captured within the image.

Without image analysis and without a brand mention in the photo caption, the marketer would have missed the opportunity to engage this potential influencer as someone who could help promote the brand.

In a nutshell, using Image Processing and AI, marketing teams can:

  • Get inspired by customers who use your products
  • Track the images of your campaign across multiple channels
  • Improve the selection and tracking of social media influencers
  • Analyze customer behavior and social media trends
  • See how marketing campaigns affect the images of your brand that are shared on social media

Image Processing in Defense:

Image processing is an extremely important field of research for the defense industry. Digital image processing has been widely utilized and deployed for defense and security applications such as minor target detection and tracking, missile and warhead guidance, vehicle navigation, wide area surveillance, remote sensing and automatic/aided target recognition.

The goal for an image processing approach in defense and security applications is to reduce the workload of human analysts in order to cope with the ever-increasing volume of image data that is being collated.

Another challenging goal for image processing researchers is to develop algorithms and approaches that will significantly aid the development of fully automated systems that are capable of decisions and actions based on all sensor inputs.

As optics, imaging sensors, and computing technology advances, image processing has become more increasingly used in various areas. Some areas of digital image processing applications include image enhancement for better human perception, image compression, and transmission and image representation for automatic machine perception.

High-definition electro-optic and IR sensors are funneling ever-more data into the battle space. How can soldiers at the war front get that information quickly enough to act on it in a timely manner is the problem that AI and machine learning are here to solve.

Unmanned aerial, undersea, and ground vehicles that are carrying electro-optics payloads and are quickly growing in number, are fulfilling intelligence, surveillance, and reconnaissance (ISR) roles.

They are delivering streams of detailed imagery that often requires considerable processing to be deemed actionable intelligence—valuable data upon which decisions can be made and missions can be planned.

Imagery captured by unmanned aerial vehicles (UAVs) requires rendering, stabilization, and enhancement prior to efficient viewing and analysis, for example.

Automation and artificial intelligence also play a role in effective image analysis, helping ensure human operators, often inundated with data, don’t overlook details.  AI can be gainfully employed to enhance future capabilities in Intelligent and autonomous unmanned systems.

With AI-enabled data analysis, information processing and intelligence analysis, Wargaming, simulation, and training can be bettered. AI provides a disproportionate advantage to the otherwise technologically disadvantaged enemy as a disruptive technique. 

It is evident that AI can be gainfully utilized to integrate C4ISR capabilities and works towards a deeper fusion of systems and sensors across all domains of warfare.

Computational military reasoning

The primary field of research for AI and ML in conjunction with image processing is the Computational military reasoning. This is a computer solving a human-level military problem and concentrates on tactical artificial intelligence or battlefield decisions.

Tactical AI-enabled installations analyze the images procured from the battlefield and act on that information by creating a set of coherent Course of Action or COA that exploit the weaknesses in the adversary’s position that were found during battlefield analysis. 

Autonomous and Unmanned Intelligent Weapon Systems

AI can be used in the development of Intelligent Weapons, including unmanned aerial, surface, and underwater vehicles, as well as defense robotics and cruise missiles that rely heavily on tactical image data. 

These weapon systems can utilize AI to automatically pursue, distinguish, and destroy tactical targets and often composed of image information collection and management systems and knowledgebase systems.

It is clear that Image processing, Artificial Intelligence, and Machine Learning provide a distinct advantage to nearly every walk of life. With AI helping defense establishments gain valuable insights toward national security, image processing becomes an indispensable part of such installations and systems.

In the marketing domain, the world is much more complex.  With the staggering amount of data available on the internet today and the very nature of visual apps that are so popular amongst millennials, it is imperative that image processing is at the heart of the marketing research team to ensure that the right product is pitched to the right customer at the right time.

4,268 thoughts on “Image Processing”

  85. Charles Horry

    I am often to blogging and that i really appreciate your posts. The article has truly peaks my interest. I’m going to bookmark your web blog and keep checking choosing info.

    Reply
  88. Arturo Bartosh

    . When I originally commented on the clicked-Warn me when new tests are added box, and the comments are added and within four e-mails focus on the same reaction may in any way. you are able to contact me about this website Thanks

    Reply
  90. Everette Fevold

    Gaming personal computers are not as challenging as you may perhaps assume, and doing your own gaming personal pc isn’t as challenging as a lot of persons would make you consider. Seeing that you previously have a distinct software in thoughts when building your very own gaming device, there are actually only three principal parts you have to have to feel concerned about, and every little thing else is truly secondary: the processor, movie card, and RAM.

    Reply
  91. Ellis Michelet

    The the next occasion I just read a weblog, I hope so it doesnt disappoint me as much as this blog. After all, It was my choice to read, but I really thought youd have something intriguing to state. All I hear is actually a lot of whining about something that you could fix if you ever werent too busy looking for attention.

    Reply
  92. Shelton Gugliuzza

    Howdy! I know this is kinda off topic but I’d figured I’d ask. Would you be interested in trading links or maybe guest writing a blog post or vice-versa? My site covers a lot of the same topics as yours and I believe we could greatly benefit from each other. If you’re interested feel free to send me an e-mail. I look forward to hearing from you! Terrific blog by the way!

    Reply
  93. Deandre Knapp

    I haven’t checked in here for some time as I thought it was getting boring, but the last few posts are good quality so I guess I’ll add you back to my daily bloglist. You deserve it friend

    Reply
  94. Tyrone Knaak

    Its like you read my thoughts! You appear to understand a lot about this, such as you wrote the ebook in it or something. I feel that you simply could do with a few percent to drive the message home a little bit, but instead of that, that is great blog. A fantastic read. I’ll definitely be back.

    Reply
  97. Prince Vanmiddleswor

    Marvelous post. I discover new things upon distinct weblogs everyday. Couple of stimulating to determine content material using their company writers and become familiar having a small something their own particular. I would think to use some within this content on my small blog need to don’t mind. Naturally I will provides a link support within web site. Thanks sharing.

    Reply
  101. Genevieve Sheltra

    When I originally commented I clicked the -Notify me when new comments are added- checkbox and now every time a comment is added I get four emails with the same comment. Is there any way you are able to eliminate me from that service? Thanks!

    Reply
  102. Billie Strutton

    You can definitely see your enthusiasm within the paintings you write. The world hopes for more passionate writers like you who are not afraid to say how they believe. All the time go after your heart.

    Reply
  106. Myrta Ronco

    Hey there I am so excited I found your site, I really found you by accident, while I was browsing on Bing for something else, Regardless I am here now and would just like to say thank you for a incredible post and a all round entertaining blog (I also love the theme/design), I don’t have time to go through it all at the minute but I have saved it and also included your RSS feeds, so when I have time I will be back to read more, Please do keep up the excellent work.

    Reply
  113. Contessa Senske

    great submit, very informative. I’m wondering why the other experts of this sector do not notice this. You must continue your writing. I am confident, you have a great readers’ base already!

    Reply
  115. Bess Colosi

    Thank you for such a fantastic blog. Where else could anyone get that kind of info written in such a perfect way? I have a presentation that I am presently working on, and I have been on the look out for such information

    Reply
  116. Natasha Barscewski

    This is a appropriate blog for everyone who is wants to find out about this topic. You know a whole lot its virtually tough to argue along (not that I personally would want…HaHa). You actually put a new spin over a topic thats been discussing for many years. Fantastic stuff, just fantastic!

    Reply
  120. Arvilla Penquite

    The when I just read a weblog, I really hope who’s doesnt disappoint me about that one. After all, I know it was my option to read, but I personally thought youd have some thing interesting to state. All I hear is often a lot of whining about something you could fix if you ever werent too busy looking for attention.

    Reply
  121. Susannah Hulan

    This is such an informationrmative post and very clearly written. Every single thought and idea is direct to the point. Perfectly laid out. thank you for taking your time sharing this to you readers.

    Reply
  123. Julius Swetnam

    In show date leading to a net insurance policies, agencies, providers and in addition all the other businesses, were actually limited in your methods make could definitely advertise themselves with the aid of television, tabloids, radio or anything else.

    Reply
  128. Billie Benner

    Aw, this became an extremely good post. In idea I have to set up writing like that additionally – spending time and actual effort to make a great article… but what / things I say… I procrastinate alot through no indicates seem to go completed.

    Reply
  130. Jennefer Garreh

    Spot up with this write-up, I honestly think this web site requirements a great deal more consideration. I’ll oftimes be once more to learn a great deal more, thank you that information.

    Reply
  131. Bernardo Dykstra

    There couple of fascinating points over time here but I don’t know if them all center to heart. You can find some validity but I am going to take hold opinion until I take a look at it further. Very good post , thanks and we want far more! Included with FeedBurner also

    Reply
  134. Cortez Rist

    Thank you for sharing excellent information. Your web site is so cool. I am impressed by the info that you’ve on this web site. It reveals how nicely you perceive this subject. Bookmarked this web page, will come back for more articles.

    Reply
  138. Ellis Michelet

    An intriguing discussion will probably be worth comment. I think that you simply write more on this topic, it will not be described as a taboo subject but generally folks are insufficient to communicate in on such topics. To a higher. Cheers

    Reply
  141. Jeff Gustis

    It’s fantastic precisely how tough it’s to look for just about any quality details hydrogen stick reviews over the internet in relation to baldness men’s hairstyles.

    Reply
  143. Oliver Mah

    hey there solid blog website and layout. I am hoping I am not annoying you I merely wanted to inquire precisely what wordpress plugin you use to show the newest commentary on your blog? I want to do exactly the same for my free apple iphone page but I cant find the plugin or widget for it. Thanks for your time

    Reply
  144. Jewel Baque

    Nice post. I understand some thing much harder on different blogs everyday. It will always be stimulating to study content from other writers and practice a specific thing from their site. I’d would rather apply certain with all the content on my own weblog whether or not you don’t mind. Natually I’ll offer you a link in your web blog. Many thanks sharing.

    Reply
  146. King Maedke

    This may be the proper weblog for anybody who wishes to find out about this topic. You recognize a great deal of its practically challenging to argue with you (not that When i would want…HaHa). You actually put the latest spin for a topic thats been written about for some time. Excellent stuff, just wonderful!

    Reply
  151. Kory Corns

    Generally speaking, women would want to look lovely and eye-catching always. This is one reason why even the eyelashes can now be improved by way of making use of eyelash lengtheners. These are goods that may help any women attain fuller, thicker and lengthier eyelashes that could absolutely capture anybody’s attention. These items have been guaranteed safe, efficient and inexpensive provided that the suitable product is picked and bought.

    Reply
  154. Alonso Thell

    Youre so cool! I dont suppose Ive learn anything like this before. So nice to find any person with some authentic thoughts on this subject. realy thank you for starting this up. this website is something that is wanted on the internet, someone with a little bit originality. useful job for bringing something new to the web!

    Reply
  156. Burton Loxley

    I enjoyed reading this a lot… I really hope to read more of your posts in the future, so I’ve bookmarked your blog. But I couldn’t just bookmark it, oh no.. When I see quality website’s like this one, I like to share it with others So I’ve created a backlink to your site (from …

    Reply
  157. Courtney Dunseith

    Can I simply say what a relief to discover somebody that actually is aware exactly what theyre speaking about online. You definitely understand how to bring an issue to light to make it important. Lots more people ought to check this out and appreciate this side of the story. I cannot imagine you’re not more popular since you definitely contain the gift.

    Reply
  158. Loren Monoz

    Excellent blog right here! Also your site a lot up very fast! What web host are you the use of? Can I am getting your associate link to your host? I want my site loaded up as quickly as yours lol

    Reply
  166. Frank Silbernagel

    I am often to blogging and i also really appreciate your content regularly. Your content has really peaks my interest. I am about to bookmark your site and maintain checking for first time data.

    Reply
  169. RickyDrync

    canadian pharmacy ltd [url=http://canadaph24.pro/#]Licensed Canadian Pharmacy[/url] my canadian pharmacy review

    Reply
  172. Cordelia Paschke

    Comfortabl y, the article is really the freshest on this notable topic. I concur with your conclusions and also definitely will eagerly look forward to your incoming updates. Simply saying thanks will certainly not just be acceptable, for the extraordinary lucidity in your writing. I definitely will promptly grab your rss feed to stay privy of any kind of updates. De lightful work and also much success in your business dealings!

    Reply
  173. Merrill Arie

    There are some intriguing points with time in this article but I do not determine if them all center to heart. You can find some validity but I am going to take hold opinion until I take a look at it further. Great write-up , thanks and now we want a lot more! Added to FeedBurner too

    Reply
  177. DavidNoN

    buy cipro online without prescription [url=https://ciprofloxacin.tech/#]where can i buy cipro online[/url] ciprofloxacin order online

    Reply
  180. DavidNoN

    get generic propecia without a prescription [url=http://finasteride.store/#]buying cheap propecia[/url] buying cheap propecia

    Reply
  183. Pat Granberry

    This method write-up appears redeem plenty of targeted visitors. Find out how to support it? Them provides pleasing appealing overlook about elements. Reckon possessing things exact also great provide facts about is the most essential advantage.

    Reply
  189. DavidNoN

    lisinopril in mexico [url=http://lisinopril.network/#]order lisinopril online us[/url] buy generic lisinopril

    Reply
  191. DavidNoN

    get cheap propecia without insurance [url=http://finasteride.store/#]buying propecia no prescription[/url] order cheap propecia pills

    Reply
  197. DavidNoN

    buy misoprostol over the counter [url=http://cytotec.club/#]buy cytotec online fast delivery[/url] buy cytotec

    Reply
  200. DavidNoN

    generic propecia no prescription [url=https://finasteride.store/#]propecia without rx[/url] cost of cheap propecia without insurance

    Reply
  207. DavidNoN

    effexor and tamoxifen [url=https://nolvadex.life/#]tamoxifen citrate pct[/url] common side effects of tamoxifen

    Reply
  210. Chana Reph

    I’ve observed that in the world these days, video games are definitely the latest rage with kids of all ages. There are times when it may be extremely hard to drag your kids away from the video games. If you want the best of both worlds, there are lots of educational gaming activities for kids. Great post.

    Reply
  213. Stephen Capalbo

    Can I just say what a relief to locate somebody that really knows what theyre discussing on-line. You definitely realize how to bring a problem to light to make it critical. Workout . ought to check out this and fully grasp this side of your story. I cant believe youre no more well-liked since you also definitely provide the gift.

    Reply
  224. DavidNoN

    cost of generic propecia without prescription [url=https://finasteride.store/#]generic propecia no prescription[/url] buy cheap propecia prices

    Reply
  226. Percy Concho

    Normally I don’t read article on blogs, but I would like to say that this write-up very forced me to try and do it! Your writing style has been surprised me. Thanks, quite nice article.

    Reply
  227. Dannie Daye

    Some of the images are not showing properly but I think that might be noscript, the web site still looks nice. I have been coming to this blog for a few weeks now and i’m really impressed with the content. What is the rss feed address?

    Reply
  228. DavidNoN

    can i buy lisinopril over the counter in canada [url=http://lisinopril.network/#]zestril 10 mg tablet[/url] prinivil drug

    Reply
  236. Elmerkag

    Generic Cialis without a doctor prescription [url=http://cialist.pro/#]buy cialis overseas[/url] Generic Tadalafil 20mg price

    Reply
  246. Rocky Kolman

    Nice post. I understand some thing much harder on diverse blogs everyday. Most commonly it is stimulating to study content using their company writers and rehearse a little something from their store. I’d would prefer to apply certain with all the content in this little blog regardless of whether you don’t mind. Natually I’ll provide link on your web blog. Many thanks sharing.

    Reply
  248. Elmerkag

    Generic Cialis without a doctor prescription [url=http://cialist.pro/#]Generic Tadalafil 20mg price[/url] Cialis 20mg price

    Reply
  258. Armando Oberholtzer

    Wow! This can be one particular of the most useful blogs We have ever arrive across on this subject. Basically Great. I am also a specialist in this topic therefore I can understand your hard work.

    Reply
  259. DavidThons

    п»їlegitimate online pharmacies india [url=http://pharmindia.online/#]buy prescription drugs from india[/url] best india pharmacy

    Reply
  263. DavidThons

    online canadian pharmacy [url=http://pharmcanada.shop/#]legitimate canadian online pharmacies[/url] canadian drug prices

    Reply
  267. DavidThons

    best online pharmacies without prescription [url=http://pharmnoprescription.icu/#]order prescription from canada[/url] canada drugs no prescription

    Reply
  271. DavidThons

    top 10 online pharmacy in india [url=https://pharmindia.online/#]top 10 online pharmacy in india[/url] india online pharmacy

    Reply
  276. DavidThons

    pharmacy without prescription [url=https://pharmworld.store/#]cheapest pharmacy[/url] cheapest pharmacy for prescriptions

    Reply
  280. DavidThons

    canadian prescription drugstore reviews [url=https://pharmnoprescription.icu/#]overseas online pharmacy-no prescription[/url] buy meds online without prescription

    Reply
  284. Marvincox

    amoxicillin 500mg over the counter [url=http://amoxila.pro/#]amoxicillin 250 mg[/url] amoxicillin 500mg price canada

    Reply
  288. Marvincox

    doxycycline hyclate 100 mg cap [url=http://doxycyclinea.online/#]doxycycline order online[/url] where to purchase doxycycline

    Reply
  298. Marvincox

    doxycycline [url=https://doxycyclinea.online/#]buy doxycycline hyclate 100mg without a rx[/url] doxycycline tablets

    Reply
  304. Marvincox

    purchase prednisone canada [url=http://prednisoned.online/#]prednisone 40 mg tablet[/url] 10 mg prednisone tablets

    Reply
  309. Marvincox

    buy cheap doxycycline online [url=http://doxycyclinea.online/#]buy doxycycline cheap[/url] doxycycline mono

    Reply
  314. Marvincox

    buy amoxicillin 500mg [url=http://amoxila.pro/#]amoxicillin 500 tablet[/url] amoxicillin 500mg without prescription

    Reply
  316. Hoa Rollind

    It’s really a cool and useful piece of information. I’m glad that you shared this useful information with us. Please keep us informed like this. Thanks for sharing.

    Reply
  320. Marco Whitelow

    Good post. I study one thing more challenging on totally different blogs everyday. It is going to all the time be stimulating to learn content material from different writers and observe a bit of one thing from their store. I prefer to make use of some with the content material on my blog whether you don’t mind. Natually I provide you with a hyperlink in your web blog. Thanks for sharing.

    Reply
  322. Marvincox

    zithromax 500 mg [url=http://zithromaxa.store/#]buy zithromax online[/url] where can i buy zithromax in canada

    Reply
  327. Marvincox

    amoxicillin order online no prescription [url=http://amoxila.pro/#]amoxicillin 250 mg capsule[/url] amoxicillin without rx

    Reply
  331. Marvincox

    neurontin capsules [url=https://gabapentinneurontin.pro/#]order neurontin[/url] how much is generic neurontin

    Reply
  335. Marvincox

    doxycycline prices [url=https://doxycyclinea.online/#]doxycycline mono[/url] doxycycline hyclate 100 mg cap

    Reply
  336. Sharilyn Hinish

    Well, that is definitely decent, nonetheless how about extra choices we now have here? Can you thoughts composing yet another post relating to all of them also? Be thankful!

    Reply
  339. Marvincox

    cost of prednisone 10mg tablets [url=http://prednisoned.online/#]prednisone online for sale[/url] prednisone prescription for sale

    Reply
  343. Marvincox

    neurontin 100mg cap [url=https://gabapentinneurontin.pro/#]neurontin 800 mg price[/url] neurontin 100mg tab

    Reply
  349. Marvincox

    amoxicillin tablets in india [url=http://amoxila.pro/#]amoxicillin capsule 500mg price[/url] can i purchase amoxicillin online

    Reply
  353. Marvincox

    prednisone otc price [url=https://prednisoned.online/#]average cost of prednisone[/url] prednisone pack

    Reply
  358. Manuelhaf

    buying prescription drugs in mexico online [url=https://mexicanpharmacy1st.com/#]mexico drug stores pharmacies[/url] buying prescription drugs in mexico online

    Reply
  363. Manuelhaf

    mexican drugstore online [url=https://mexicanpharmacy1st.com/#]reputable mexican pharmacies online[/url] mexican drugstore online

    Reply
  366. Manuelhaf

    mexico pharmacies prescription drugs [url=https://mexicanpharmacy1st.online/#]mexico drug stores pharmacies[/url] mexican pharmacy

    Reply
  368. Suzie Soltani

    Hey there! I’ve been following your blog for a while now and finally got the courage to go ahead and give you a shout out from Austin Tx! Just wanted to say keep up the excellent work!

    Reply
  372. Manuelhaf

    medicine in mexico pharmacies [url=https://mexicanpharmacy1st.shop/#]mexican mail order pharmacies[/url] medication from mexico pharmacy

    Reply
  375. Manuelhaf

    mexican drugstore online [url=https://mexicanpharmacy1st.online/#]mexican mail order pharmacies[/url] buying prescription drugs in mexico online

    Reply
  380. Manuelhaf

    mexico drug stores pharmacies [url=https://mexicanpharmacy1st.shop/#]п»їbest mexican online pharmacies[/url] mexican online pharmacies prescription drugs

    Reply
  386. Manuelhaf

    buying prescription drugs in mexico [url=http://mexicanpharmacy1st.com/#]mexican mail order pharmacies[/url] mexico pharmacy

    Reply
  393. Manuelhaf

    mexican border pharmacies shipping to usa [url=http://mexicanpharmacy1st.com/#]best online pharmacies in mexico[/url] mexican pharmaceuticals online

    Reply
  398. MarvinMum

    neurontin cost uk [url=https://gabapentin.club/#]neurontin cream[/url] how much is generic neurontin

    Reply
  404. MarvinMum

    buy cheap propecia online [url=https://propeciaf.online/#]buy cheap propecia tablets[/url] buying generic propecia no prescription

    Reply
  412. MarvinMum

    neurontin 200 mg price [url=https://gabapentin.club/#]neurontin brand coupon[/url] neurontin 300 mg coupon

    Reply
  416. MarvinMum

    order cytotec online [url=https://cytotec.xyz/#]Misoprostol 200 mg buy online[/url] buy cytotec online fast delivery

    Reply
  420. MarvinMum

    lisinopril brand name canada [url=http://lisinopril.club/#]lisinopril uk[/url] prinivil 20 mg cost

    Reply