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.

post tags :

4,273 Comments

  1. Genevieve Sheltra March 26, 2024 at 1:52 am - Reply

    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!

  2. Billie Strutton March 26, 2024 at 2:23 am - Reply

    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.

  3. Suzan Hoeser March 26, 2024 at 5:11 am - Reply

    When visiting blogs, i always look for a very nice content like yours “    

  4. Jojnlw March 26, 2024 at 8:12 am - Reply

    oral glycomet 1000mg – buy cefadroxil pills order lincocin 500mg generic

  5. Htcfmx March 28, 2024 at 1:37 am - Reply

    retrovir 300 mg sale – purchase allopurinol pill

  6. Myrta Ronco March 28, 2024 at 3:43 pm - Reply

    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.

  7. Iwjjjd March 28, 2024 at 5:24 pm - Reply

    purchase clozaril online – buy famotidine generic famotidine 20mg pills

  8. Hassan Betzold March 29, 2024 at 8:49 am - Reply

    You were quite interesting.. But sadly I didnrrrt accept them much :/ Although I might disagree I still support you as how confident you are on your writing lol

  9. Bibi Murdock March 30, 2024 at 8:41 pm - Reply

    I appreciate, cause I found exactly what I was looking for. You’ve ended my four day long hunt! God Bless you man. Have a great day. Bye

  10. Nifxgz March 30, 2024 at 9:37 pm - Reply

    buy seroquel – buy venlafaxine 150mg order eskalith generic

  11. Rozdgc March 31, 2024 at 12:01 pm - Reply

    purchase anafranil pill – paroxetine 20mg tablet buy doxepin pills

  12. Nmaldd April 1, 2024 at 4:45 pm - Reply

    atarax 10mg tablet – buy atarax 25mg generic endep online

  13. Contessa Senske April 4, 2024 at 6:32 am - Reply

    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!

  14. Lfqezk April 4, 2024 at 2:06 pm - Reply

    buy amoxiclav online cheap – buy clavulanate medication buy baycip no prescription

  15. Bess Colosi April 4, 2024 at 9:07 pm - Reply

    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

  16. Natasha Barscewski April 5, 2024 at 7:34 am - Reply

    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!

  17. Eakoui April 5, 2024 at 8:02 am - Reply

    amoxicillin usa – buy amoxicillin 500mg online cipro 500mg usa

  18. Evita Gutierre April 6, 2024 at 1:30 am - Reply

    Wohh precisely what I was looking for, thankyou for putting up.

  19. Merrill Arie April 6, 2024 at 12:41 pm - Reply

    Nice piece of information! May I reference part of this on my blog if I post a backlink to this webpage? Thx.

  20. Arvilla Penquite April 6, 2024 at 3:16 pm - Reply

    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.

  21. Susannah Hulan April 6, 2024 at 7:06 pm - Reply

    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.

  22. Pei Millerd April 6, 2024 at 10:20 pm - Reply

    hey this weblog is great. I¡¯m glad I came by this web site. Maybe I can contribute from the around future.

  23. Julius Swetnam April 7, 2024 at 1:17 pm - Reply

    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.

  24. Adolph Osier April 8, 2024 at 6:11 am - Reply

    Very efficiently written post. It will be valuable to anyone who utilizes it, including myself. Keep up the good work – can’t wait to read more posts.

  25. Valentin Pflueger April 9, 2024 at 1:29 am - Reply

    The color of your blog is quite great. i would love to have those colors too on my blog.~:”;`

  26. Burt Werring April 9, 2024 at 11:25 pm - Reply

    I love reading your blog because it has very interesting topics.~`*.;

  27. Adynoc April 10, 2024 at 1:17 pm - Reply

    azithromycin usa – sumycin 250mg drug ciprofloxacin 500mg canada

  28. Billie Benner April 10, 2024 at 1:48 pm - Reply

    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.

  29. Uwfwrx April 10, 2024 at 8:34 pm - Reply

    buy generic clindamycin – order generic cleocin cheap chloromycetin generic

  30. Jennefer Garreh April 11, 2024 at 1:20 pm - Reply

    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.

  31. Bernardo Dykstra April 12, 2024 at 3:54 am - Reply

    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

  32. Uazzrm April 13, 2024 at 6:18 am - Reply

    ivermectin covid – eryc 500mg pill cefaclor 250mg price

  33. Jasmin Bucholtz April 13, 2024 at 8:14 am - Reply

    tipsa resa med hund… […]p What I don’t understand is how you really are much more popular than you mi rq[…]…

  34. Cortez Rist April 13, 2024 at 10:08 pm - Reply

    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.

  35. Tianna Aquilina April 14, 2024 at 5:32 am - Reply

    This was a good read. Thanks for the post.

  36. Twanda Armor April 14, 2024 at 6:24 am - Reply

    satellite tv has got to be one of the best inventions that we humans enjoy,”

  37. Zusggi April 14, 2024 at 11:19 am - Reply

    albuterol us – how to get allegra without a prescription buy theo-24 Cr generic

  38. Ellis Michelet April 15, 2024 at 12:56 am - Reply

    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

  39. Hxshko April 16, 2024 at 7:07 am - Reply

    methylprednisolone 4 mg for sale – methylprednisolone otc order astelin 10ml online cheap

  40. Hfrtww April 16, 2024 at 9:43 pm - Reply

    desloratadine brand – purchase desloratadine pills order albuterol

  41. Jeff Gustis April 18, 2024 at 4:52 am - Reply

    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.

  42. Aipaol April 18, 2024 at 6:15 pm - Reply

    buy glyburide 5mg generic – glyburide 2.5mg cost forxiga 10 mg generic

  43. Oliver Mah April 19, 2024 at 12:38 pm - Reply

    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

  44. Jewel Baque April 20, 2024 at 1:57 am - Reply

    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.

  45. Ibycca April 20, 2024 at 10:10 am - Reply

    metformin for sale – order glycomet 500mg online cheap buy precose pills

  46. King Maedke April 20, 2024 at 1:17 pm - Reply

    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!

  47. Tjqjfn April 20, 2024 at 11:02 pm - Reply

    buy prandin 2mg – buy jardiance 25mg generic buy jardiance pills

  48. Nina Qiu April 21, 2024 at 1:28 am - Reply

    I visited a lot of website but I think this one has got something extra in it in it

  49. Weston Shamsiddeen April 21, 2024 at 11:19 am - Reply

    Hello there, I discovered your site by the use of Google even as looking for a similar topic, your web site came up, it seems great. I have bookmarked it in my google bookmarks.

  50. Maria Tamburro April 21, 2024 at 8:55 pm - Reply

    I am forever thought about this, thank you for posting.

Leave A Comment

view related content