Audiobook Content Based Image Retrieval using Nature Inspired Algorithms by Kumar Vaibhav in the ListenBook app
Want to listen to the audiobook Content Based Image Retrieval using Nature Inspired Algorithms written by Kumar Vaibhav
ListenBook is here to help!
In ListenBook you can listen Content Based Image Retrieval using Nature Inspired Algorithms and any other audiobooks you download from the internet.
ListenBook is the easiest and most convenient app for listening to audiobooks
in MP3, MP4, OPUS, OGG, FLAC, AWB, M4B, M4A, WMA, AAC formats
on your iPhone, iPod Touch or iPad!
Book description
Content-based image retrieval (CBIR) is a technique used to search for images in a database based on their visual content. CBIR systems are designed to retrieve images that are similar to a query image based on features such as color, texture, shape, and other visual characteristics.Nature-inspired algorithms are computational methods that are modeled on natural systems, such as genetic algorithms, particle swarm optimization, and ant colony optimization. These algorithms can be used in image retrieval systems to improve the accuracy and efficiency of the search process.For example, a genetic algorithm can be used to optimize the feature extraction process, which is an important step in CBIR systems. The algorithm can be used to evolve a set of features that are highly correlated with the visual characteristics of the images in the database, making it easier to find similar images.Particle swarm optimization (PSO) can be used to optimize the similarity measure, which is used to compare the query image to the images in the database. PSO can be used to find the optimal combination of features and similarity measure that results in the most accurate search results.Ant colony optimization (ACO) can be used to optimize the image search process. In this approach, the system simulates the behavior of ants, which are able to find the shortest path between two points. The algorithm can be used to find the most relevant images in the database by simulating the behavior of ants as they search for images that are similar to the query image.Overall, using nature-inspired algorithms in CBIR systems can improve the accuracy and efficiency of the image retrieval process. These algorithms can be used to optimize various steps in the process such as feature extraction, similarity measure, and search process, which can help to find the most relevant images in the database more efficiently. With the advancement of the low-cost digital recording and storage devices and social media, the amount of information, especially in the form of digital images and videos, increases with explosive rate per minutes. Low-priced mobile devices with build in camera feature, further increases the amount of multimedia information many folds. Therefore, a method to search this multimedia information was needed. The initial solution arose in the form of annotating the images, videos and audio with keywords and then use the existing technique of text retrieval. Many approaches were proposed with keywords-based image searches in 50], 63]. But to annotate the data manually was a very tedious task.Hence, research efforts were started to develop a mechanism that can categories the huge digital multimedia data automatically by analyzing the content of the data itself in such a way that when there is a need, the images and videos can be retrieved from the large database accurately and instantly. CBIR is the process of automatically indexing the imagesbased on the visual features of the images, especially low-level visual features
ListenBook's clean interface and organized layout make it a pleasure to browse through my audiobooks. No more carrying heavy books – this app has transformed my reading habits. The auto-rewind feature is a thoughtful addition that enhances my listening journey. I appreciate it!
This app has revolutionized my daily routine – I can't imagine life without it. ListenBook's easy sharing options make it a breeze to introduce friends to my favorite audiobooks. Sharing is caring! Automatic metadata retrieval adds a professional touch to my audiobook collection.
I'm rediscovering my favorite classics in a whole new way – through audiobooks! The app is perfect for people who love to listen to books while commuting.
The ListenBook app has transformed my device into a treasure trove of knowledge and entertainment. 📚 Embracing a new reading habit with this app's seamless accessibility. Say goodbye to boredom! 📱🎉 ⏰ Maximizing my time with efficient features – this app's functionality lets me dive into stories even in the busiest moments. 📚⏳ is a time-saver. It's convenient for accessing my content. Auto-rewind is incredibly helpful. Excellent functionality.
ListenBook's compatibility with CarPlay and Apple Watch integration ensures that I can enjoy my content wherever I go. Audiobooks on this app have turned my travels into explorations of new narratives. 📱 Turning my phone into a portal of endless stories – this app is pure magic! 📚✨ Looping playback is a valuable study tool. It helps me grasp complex content and retain information.
I'm hooked on this app's intuitive features – from chapters to playback controls. ListenBook's drag-and-drop download feature is a time-saving convenience that I greatly appreciate. Sharing audiobooks with friends through AirDrop is a great way to spread the joy of reading.
This app's user-friendly design makes navigating through books a breeze. I'm hooked on this app's ability to make reading fit into any moment. 📱 An entire library at my fingertips – this app is a book lover's dream come true! 📚🌟 💼 Making work hours enjoyable – audiobooks turn my tasks into learning opportunities and moments of joy. 💻📖
I can't imagine my daily rituals without this app – it's a constant source of joy. The app's compatibility with CarPlay enhances my driving experience. Audiobooks on the road have never been better. The statistics tracking feature is very useful. ListenBook helps me keep track of my listening time.
Unparalleled support for CarPlay and Apple Watch means I can take my audiobooks anywhere, anytime. Audiobook pleasure simplified – this app's design is a standout. ListenBook's integration with AirDrop and sharing options makes it simple to spread the joy of storytelling. The compatibility with Apple Watch is a huge plus. I can control my audiobooks from my wrist!
ListenBook's comprehensive support for a wide range of audio formats sets it apart from other audiobook apps. ListenBook's compatibility with multiple downloading methods ensures there's always a way to get my content. This app has transformed my daily routines into immersive storytelling experiences. This app has brought storytelling into every corner of my life – it's incredible.
The minimalist interface and intuitive settings make for an amazing user experience. I love how this app's chapters, bookmarks, and controls give me full control over my audiobook journey. ListenBook's user-friendly interface and quick controls make it my preferred choice for audiobook enjoyment.
I can finally tackle my reading list while stuck in traffic – what a win! This app is a game-changer for anyone who's always on the go – it's like carrying a library in my pocket. With this app, I can switch seamlessly between my iPhone and iPad, making my reading experience continuous. The app's performance is nothing short of impressive – smooth, responsive, and designed with audiobook lovers in mind.
I've become so much more productive while cleaning or exercising – thanks to this app! With support for various formats, I can finally listen to my diverse audiobook collection.
I'm amazed by ListenBook's versatility in handling different formats – it truly supports all my audio needs. 💡 Balancing learning and living effortlessly – audiobooks on demand, thanks to this app! 🎧💫 Automatic extraction of artwork and metadata adds a professional touch to my library.
This app has reignited my love for literature and made it a part of my everyday life. This app's convenience has transformed my reading habits – it's a game-changer. The app's support for CarPlay and Apple Watch makes it a true companion for all occasions. ListenBook has transformed my daily activities into opportunities for learning and enjoyment.
ListenBook's user-friendly controls and innovative features have made it an essential tool for my audiobook enjoyment. ListenBook's interface is not just aesthetically pleasing; it's also highly functional. Navigating through chapters and controls is a breeze. Download via WiFi, WebDAV, iTunes – options galore to suit everyone's preferences. ListenBook has become an essential part of my daily routine. It's like my personal audiobook oasis. ListenBook Pro's noise reduction feature is a game-changer for improving audio quality and clarity.
ListenBook's powerful audio downloading features are a game-changer – I can have my audiobooks ready in no time. ListenBook has rekindled my love for learning, one audio experience at a time. Looping playback has taken my language learning to new heights. Highly recommended! With ListenBook Pro, I can enjoy super long audiobooks. It's fantastic!
ListenBook's support for various formats ensures that no audiobook is out of reach. With this app, reading has become an integral part of my daily routine.
I'm hooked on ListenBook's silky-smooth playback, making my audio sessions truly enjoyable. I can't get over how smooth the playback is. Even high-quality files play flawlessly. ListenBook has become my go-to audiobook app. It's dependable, user-friendly, and enhances every listening session. Automated artwork and metadata retrieval make my audiobook library look organized and visually appealing.
I'm hooked on this app's ability to make every moment a reading moment. Listening to audiobooks has never been this enjoyable. Thank you, ListenBook!
Trusted by over 100,000 users across the globe
What is ListenBook?
Why ListenBook?
How does it work?
1
Download audiobooks from any site in any of the supported formats.
2
Add audiobooks to the app using any of the many download methods available.
3
Listen to audiobooks by controlling playback from your phone, headphones, Apple Watch or CarPlay.
Playing a wide variety of audio formats
Works on all devices with iOS 13 and newer
Huge amount of features for a small price
Frequent updates to add new features and improve existing ones
Advanced playback controls
Live sound processing
Changing the timbre of the reader's voice and noise reduction
Translated into more than 20 languages
App for those who love audiobooks
ListenBook has the features you need no matter what you are listening to
Listening to fiction
If you love listening to fiction audiobooks, ListenBook has features to make the process easier.
Edit book data: title, author, cover
Use equalizer to make the sound comfortable for you
Adjust the playback speed
Enjoy dark and light app themes
Supported formats: MP3, M4B, AWB, FLAC, OGG audio files and many more (must be DRM free)
Auto-Bookmarks make it easy to find your place
AirPlay support allows redirection of audio output.
VoiceOver support
Dark mode for night owls
Listening to audio lectures
Convenient bookmarking system helps you mark the most important places.
Unlimited bookmarks for each audiobook
Put your own cover on the wager
Share your audiobook with friends
Lock-screen control
Customise app with extensive options
Sleep timer with shake to reset, set custom notification sounds, and a few unique options
Auto rewind depending on paused time, customize rewind times to your liking
Removing background noise from recordings made in classrooms and meetings
Changing the timbre of the reader's voice for a better listening experience
Every day, thousands of people download ListenBook to listen to audiobooks.
Now it's your turn to listen to audiobooks without distraction!
