Mobile devices are becoming the most frequently used terminal to access the information through the Internet and social networks. More and more multimedia content is spreading over the networks of mobile and wireless devices. A lot of user-generated multi-modal content is generated nowadays by normal users in an unseen scale around the world through mobile device’s input mechanisms such as camera, microphone, texting, etc. These contents are usually characterized as mostly unprofessional and noisy content. In addition, those mobile devices are different in their hardware and software capabilities and features. We will also take user preferences and context awareness into account. So, this area of our research will be concerned with challenges of intelligent multimedia techniques to facilitate effort-free, robust and effective multimedia experiences on mobile devices including media acquisition, filtering, editing, sharing, indexing, browsing, management, adaptation, search, advertising, and related user interfaces.