NDLI: Knowing a tree from the forest: art image retrieval using a society of profiles

Please wait, while we are loading the content...

Foreground object detection from videos containing complex background

PROMISE: peer-to-peer media streaming using CollectCast

ARMS: adaptive rich media secure streaming

Personalization of user profiles for content-based music retrieval based on relevance feedback

Automatic browsing of large pictures on mobile devices

Proscenium: a framework for spatio-temporal video editing

Weaving stories in digital media: when Spielberg makes home movies

Temporal event clustering for digital photo collections

Improved p-domain rate control and perceived quality optimizations for MPEG-4 real-time video applications

Music videos miner

Computation and performance issues In coliseum: an immersive videoconferencing system

AVE: automated home video editing

Video retrieval using spatio-temporal descriptors

Interacting with audio streams for entertainment and communication

Panoptes: scalable low-power video sensor networking technologies

Multimedia content processing through cross-modal association

A framework for cost-effective peer-to-peer content distribution

The mindful camera: common sense for documentary videography

Building "bows for violinists": designing real digital tools for working artists

Trajectory-based ball detection and tracking with applications to semantic analysis of broadcast soccer video

Optimal streaming of layered video: joint scheduling and error concealment

Active capture: automatic direction for automatic movies

Polyphonic music modeling with random fields

Geographic location tags on digital images

Real-time compression for dynamic 3D environments

An audio stream classification and optimal segmentation for multimedia applications

Contrast-based image attention analysis by using fuzzy growing

Content-based UEP: a new scheme for packet loss recovery in music streaming

Identifying audio clips with RARE

Design of a multi-sender 3D videoconferencing application over an end system multicast protocol

Linking multimedia presentations with their symbolic source documents: algorithm and applications

Invariance in motion analysis of videos

Shared interactive video for teleconferencing

Position calibration of audio sensors and actuators in a distributed computing platform

A practical SVM-based algorithm for ordinal regression in image retrieval

Transport-level protocol coordination in distributed multimedia applications

Making sense of video content

Inventing new media: what we can learn from new media art and media history

Supporting timeliness and accuracy in distributed real-time content-based video analysis

Adaptive disk scheduling in a multimedia DBMS

Panoptes: scalable low-power video sensor networking technologies

Approximate matching algorithms for music information retrieval using vocal input

Generic image classification using visual knowledge on the web

Confidence-based dynamic ensemble for image annotation and semantics discovery

Interleaving media data for MPEG-4 presentations

Video summarization based on user log enhanced link analysis

Layered coding vs. multiple descriptions for video streaming over multiple paths

An affinity-based image retrieval system for multimedia authoring and presentation

Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance

Visualizing the pulse of a classroom

Integrated power management for video streaming to mobile handheld devices

The automatic video editor

Knowing a tree from the forest: art image retrieval using a society of profiles

A scalable overlay video mixing service model

Algorithms and systems for shared access to a robotic streaming video camera

A mid-level representation framework for semantic sports video analysis

Comprehensive statistical admission control for streaming media servers

Hyper-hitchcock: authoring interactive videos and generating interactive summaries

Automated extraction of music snippets

Using structure patterns of temporal and spectral feature in audio similarity measure

Generation of interactive multi-level video summaries

A flexible and scalable authentication scheme for JPEG2000 image codestreams

MuSA.RT: music on the spiral array. real-time

Managing digital memories with the FXPAL photo application

VideoQA: question answering on news video

The video paper multimedia playback system

Music thumbnailing via structural analysis

Indexing, searching, and skimming of multimedia documents containing recorded lectures and live presentations

Detail-on-demand hypervideo

Mobile video stream monitoring system

A geographic redirection service for on-line games

Microcontroller implementation of melody recognition: a prototype

Active capture: automatic direction for automatic movies

MPEG-7 video automatic labeling system

A new scanning method for H.264 based fine granular scalable video coding

Human + agent: creating recombinant information

DOVE: drawing over video environment

Capacity planning tool for streaming media services

Enhancing web accessibility

An automatic image inpaint tool

A semantic model for flash retrieval using co-occurrence analysis

eXtensible content protection

The co-opticon: shared access to a robotic streaming video camera

Nonparametric color characterization using mean shift

Creating touch-screens anywhere with interactive projected displays

MobiPicture: browsing pictures on mobile devices

Looking into video frames on small displays

Excuse me, but are you human?

Route panoramas for city navigation

Observation based vs. model based admission control for interactive multimedia sessions

Interactive multimedia messaging service platform

Discriminative model fusion for semantic concept detection and annotation in video

Interactive storytelling system using behavior-based non-verbal information: ZENetic computer

Affective content detection using HMMs

Robust goal-mouth detection for virtual content insertion

Universal synchronization scheme for distributed audio-video capture on heterogeneous computing platforms

An automatic singing voice rectifier design

Location-aware data broadcasting: an application for digital mobile broadcasting in Japan

On image auto-annotation with latent space models

Colour picking: the pecking prder of form and function

A robust dissolve detector by support vector machine

Hierarchical topical segmentation in instructional films based on cinematic expressive functions

Programming portable optimized multimedia applications

ARTiFACIAL: automated reverse turing test using FACIAL features

Extracting information about emotions in films

Video cut editing rule based on participants' gaze in multiparty conversation

Securing media for adaptive streaming

Real-time goal-mouth detection in MPEG soccer video

Synchronization of lecture videos and electronic slides by video text analysis

Experience based sampling technique for multimedia analysis

R-Histogram: quantitative representation of spatial relations for similarity-based image retrieval

Studying streaming video quality: from an application point of view

Construction of interactive video information system by applying results of object recognition

Application of a content-based percussive sound synthesizer to packet loss recovery in music streaming

The combination limit in multimedia retrieval

Negative pseudo-relevance feedback in content-based video retrieval

Avatar motion control by user body postures

Model-based talking face synthesis for anthropomorphic spoken dialog agent system

Automated annotation of human faces in family albums

Music scale modeling for melody matching

Knowing a tree from the forest: art image retrieval using a society of profiles

Content Provider	ACM Digital Library
Author	Ma, Wei-Ying Zhang, HongJiang Yu, Kai Tresp, Volker He, Xiaofei Xu, Zhao Kriegel, Hans-Peter
Abstract	This paper aims to address the problem of art image retrieval (AIR), which aims to help users find their favorite painting images. AIR is of great interests to us because of its application potentials and interesting research challenges---the retrieval is not only based on painting contents or styles, but also heavily based on user preference profiles. This paper describes the collaborative ensemble learning, a novel statistical learning approach to this task. It at first applies probabilistic support vector machines (SVMs) to model each individual user's profile based on given examples, i.e. liked or disliked paintings. Due to the high complexity of profile modelling, the SVMs can be rather weak in predicting preferences for new paintings. To overcome this problem, we combine a society of users' profiles, represented by their respective SVM models, to predict a given user's preferences for painting images. We demonstrate that the combination scheme is embedded in a Bayesian framework and retains intuitive interpretations---like-minded users are likely to share similar preferences. We report extensive empirical studies based on two experimental settings. The first one includes some controlled simulations performed on 4533 painting images. In the second setting, we report evaluations based on user preferences collected through an online web-based survey. Both experiments demonstrate that the proposed approach achieves excellent performance in terms of capturing a user's diverse preferences.
Starting Page	622
Ending Page	631
Page Count	10
File Format	PDF
ISBN	1581137222
DOI	10.1145/957013.957145
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2003-11-02
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Collaborative ensemble learning Art image retrieval
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in