NDLI: Cross-media topic detection associated with hot search queries

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

Click-boosting random walk for image search reranking

Exploring dense trajectory feature and encoding methods for human interaction recognition

Style learning based story boundary detection for Chinese broadcast news videos

Bio-inspired invariant visual feature representation based on K-SVD and SURF algorithms

Moving skin and shadow region analysis via adaptive models

Application of AVS-P10 mobile speech and audio coding in social multimedia

Identification and tracking of players in sport videos

Personalized image retrieval in compressed domain based on user interest model

A data driven depth estimation for 3D video conversion

Efficient mesh-based face beautifier on mobile devices

The preliminary research on feature extraction and classification of acne tongue picture in TCM

Large-margin multi-view Gaussian process for image classification

Using appearance re-matching to improve real-time compressive tracking

A hybrid method for video stabilization and retargeting

Scalable mobile search with binary phrase

Robust clustering for social annotated images

Exact and easy guidance with visual navigation situation for mobile user

Sparse representation for recognizing object-to-object actions under occlusions

Microblog sentiment analysis based on emoticon networks model

Assessment method of image super resolution reconstruction based on local similarity

Graph matching with geometric constraints for near-duplicated image retrieval

Bag of visual words model for videos segmentation into scenes

Visual saliency detection based on photographic composition

Frame filtering and path verification for improving video copy detection

Locality discriminative coding for image classification

Steganalysis of F5-like steganography based on selection of joint distribution features

Camouflage texture evaluation using saliency map

Image super resolution using Gaussian Process Regression with patch clustering

Vehicle re-identification collaborating visual and temporal-spatial network

Social circle analysis on ego-network based on context frequent pattern mining

Image matching by fast random sample consensus

Multimedia contents dissemination with gossip algorithms in distributed social networks

Heterogeneous crowd behaviors simulation: a physiological perspective

Predicting the social influence of upcoming contents in large social networks

Soft-assigned bag of features tracking

Depth recovery from a single defocused image based on depth locally consistency

Spatial HOG based TV logo detection

Efficient human detection in crowded environment based on motion and appearance information

Dynamic video summarization with content analysis

Multi-order visual phrase for scalable image search

Spectral-spatial classification of hyperspectral imagery based on Random Forests

User-defined hot topic detection in microblogging

Image classification with saliency region and multi-task learning

Remote sensing image object extraction using convex geometric active contour model

Extraction of highlight with semantic boundary from the perspective of affection for broadcast soccer video

Mining users' activity on large Twitter text data

Efficient search with multi-modality for video commercial retrieval

Personalized image recommendation and retrieval via latent SVM based model

Level set extraction and volume rendering of anatomical brain tissue from medical volumetric images

Multiscale X-ray image contrast enhancement based on limited adaptive histogram equalization

Literature survey of active learning in multimedia annotation and retrieval

Cache management method for transmitting real-time streaming media in opportunistic networks based on community networks

Iterative thresholding based partially overlapped sub-block bi-histogram equalization

Detection of static salient objects based on visual attention and edge features

A histogram equalization method based on frequency division of mean filtering

A moment-based polygonal approximation algorithm for regular digital curves

Facial expression recognition based on Hessian regularized support vector machine

Performance evaluation of edge-directed interpolation methods for noise-free images

Semi-supervised image classification based on sparse coding spatial pyramid matching

Correspondence construction for cartoon animation via sparse coding

Design and implementation of city navigation system based on Google Earth and MapX

Spatial min-Hash for similar image search

Hierarchical privacy preservation for personalized image retrieval

Text location in color images suitable for smartphone

Fast mode decision algorithm for intra prediction in HEVC

A novel method for geographical social event detection in social media

Automatic image description by using word-level features

Automatic image annotation using semantic relevance

Age classification based on back-propagation network

Ensemble multi-label learning based on neural network

A new biologically inspired active appearance model for face age estimation by using local ordinal ranking

A novel representative image selection method in lager-scale image dataset

A structure free self-adaptive piecewise hashing algorithm for spam filtering

Object-of-interest extraction based on sparse coding

On-line object tracking with semi-supervised boosting based particle filter

Inscription extraction from Traditional Chinese Painting images

Tracking the evolution of public concerns in social media

The data partition strategy based on hybrid range consistent hash in NoSQL database

An algorithm for timestamp removal for panorama video surveillance

A real-time peak discovering method for audio fingerprinting

The fingerprint analysis technique-oriented research on microblog for public opinion analysis

An automatic face log collection method for video sequence

An improved real-time compressive tracking method

A multiple face detection and tracking system based on TLD

The combination of differential evolution and color attention for object recognition

Object recognition based on the region of interest and optical bag of words model

Spatial codebook for robust background detection in visual information analysis

Cross-media topic detection associated with hot search queries

Cross-media topic detection associated with hot search queries

Content Provider	ACM Digital Library
Author	Zhang, Weigang Jiang, Shuqiang Xue, Zhe Li, Guorong Huang, Qingming
Abstract	Although lots of work has been done since NIST proposed the problem of Topic Detection and Tracking (TDT), most of them focus on single media data. Topic detection for cross-media data hasn't been fully investigated. In this paper, we propose an effective method for cross-media topic detection. Unlike traditional topic detection methods that are mainly based on clustering, we consider using hot search queries as guidance to detect topics. Besides, we propose an improved co-clustering method which can be well suited for cross-media data clustering. First, we use queries to detect topics directly, and find the data associated with the topic. Second, we apply our co-clustering method to find the topics existing in the rest of data. Finally, the results obtained by the first two steps are threaded together as topics. Experiments show that our method can effectively detect topics for cross-media data.
Starting Page	403
Ending Page	406
Page Count	4
File Format	PDF
ISBN	9781450322522
DOI	10.1145/2499788.2499875
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2013-08-17
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Topic detection Hot search queries Co-clustering Cross-media
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