Wallapak Tavanapong

Orcid: 0000-0002-7799-2015

According to our database1, Wallapak Tavanapong authored at least 98 papers between 1995 and 2024.

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Bibliography

2024
VisActive: Visual-concept-based Active Learning for Image Classification under Class Imbalance.
ACM Trans. Multim. Comput. Commun. Appl., March, 2024

How Much Do Prompting Methods Help LLMs on Quantitative Reasoning with Irrelevant Information?
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
Development and deployment of Computer-aided Real-Time feedback for improving quality of colonoscopy in a Multi-Center clinical trial.
Biomed. Signal Process. Control., May, 2023

IDCIA: Immunocytochemistry Dataset for Cellular Image Analysis.
Proceedings of the 14th Conference on ACM Multimedia Systems, 2023

Interpreting Deep Text Quantification Models.
Proceedings of the Database and Expert Systems Applications, 2023

Content Based Image Retrieval Using Depth Maps for Colonoscopy Images.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
Artificial Intelligence for Colonoscopy: Past, Present, and Future.
IEEE J. Biomed. Health Informatics, 2022

IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models.
J. Big Data, 2022

Severity Classification of Ulcerative Colitis in Colonoscopy Videos by Learning from Confusion.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

Training Strategy for Limited Labeled Data by Learning from Confusion.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Automated Bite-block Detection to Distinguish Colonoscopy from Upper Endoscopy Using Deep Learning.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Hierarchical Visual Concept Interpretation for Medical Image Classification.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020
A Framework for Deep Quantification Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Classification of Ulcerative Colitis Severity in Colonoscopy Videos Using Vascular Pattern Detection.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Real-Time Feedback for Colonoscopy in a Multicenter Clinical Trial.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019
CMAIR: content and mask-aware image retargeting.
Multim. Tools Appl., 2019

Enhanced Approach for Classification of Ulcerative Colitis Severity in Colonoscopy Videos Using CNN.
Proceedings of the Advances in Visual Computing, 2019

2018
Similarity-Based Active Learning for Image Classification Under Class Imbalance.
Proceedings of the IEEE International Conference on Data Mining, 2018

Non-Informative Frame Classification in Colonoscopy Videos Using CNNs.
Proceedings of the 2018 3rd International Conference on Biomedical Imaging, 2018

2017
Real Data Augmentation for Medical Image Classification.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017

Classification of Ulcerative Colitis Severity in Colonoscopy Videos using CNN.
Proceedings of the 9th International Conference on Information Management and Engineering, Barcelona, Spain, October 09, 2017

Real-Time Instrument Scene Detection in Screening GI Endoscopic Procedures.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Online video ad measurement for political science research.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Social Media in State Politics: Mining Policy Agendas Topics.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

Identifying Policy Agenda Sub-Topics in Political Tweets based on Community Detection.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Multimedia and Medicine: Teammates for Better Disease Detection and Survival.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Automated Coding of Political Video Ads for Political Science Research.
Proceedings of the IEEE International Symposium on Multimedia, 2016

2015
Polyp-Alert: Near real-time feedback during colonoscopy.
Comput. Methods Programs Biomed., 2015

Detection of ulcerative colitis severity in colonoscopy video frames.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

2014
Part-Based Multiderivative Edge Cross-Sectional Profiles for Polyp Detection in Colonoscopy.
IEEE J. Biomed. Health Informatics, 2014

Abnormal image detection in endoscopy videos using a filter bank and local binary patterns.
Neurocomputing, 2014

3D Reconstruction of virtual colon structures from colonoscopy images.
Comput. Medical Imaging Graph., 2014

Challenges associated with introduction of real-time quality monitoring and feedback during colonoscopy within a secure, tightly regulated healthcare network.
Proceedings of the Smart Digital Futures 2014, 2014

2013
Near Real-Time Retroflexion Detection in Colonoscopy.
IEEE J. Biomed. Health Informatics, 2013

SAPPHIRE: A toolkit for building efficient stream programs for medical video analysis.
Comput. Methods Programs Biomed., 2013

2012
Automatic real-time detection of endoscopic procedures using temporal features.
Comput. Methods Programs Biomed., 2012

Real-Time Phase Boundary Detection for Colonoscopy Videos Using Motion Vector Templates.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

2011
Color Based Stool Region Detection in Colonoscopy Videos for Quality Measurements.
Proceedings of the Advances in Image and Video Technology - 5th Pacific Rim Symposium, 2011

Colon fold contour estimation for 3D visualization of colon structure from 2D colonoscopy images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Computer-aided detection of retroflexion in colonoscopy.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

SAPPHIRE middleware and software development kit for medical video analysis.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

Effective and Accelerated Informative Frame Filtering in Colonoscopy Videos using Graphics Processing Unit.
Proceedings of the BIOSIGNALS 2011, 2011

2010
Detection of Quality Visualization of Appendiceal Orifices Using Local Edge Cross-Section Profile Features and Near Pause Detection.
IEEE Trans. Biomed. Eng., 2010

Automated measurement of quality of mucosa inspection for colonoscopy.
Proceedings of the International Conference on Computational Science, 2010

2009
Measuring Objective Quality of Colonoscopy.
IEEE Trans. Biomed. Eng., 2009

3D Reconstruction of Colon Segments from Colonoscopy Images.
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009

2008
Parallel Database Management Systems.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Deadline-constrained media uploading systems.
Multim. Tools Appl., 2008

Caching collaboration and cache allocation in peer-to-peer video systems.
Multim. Tools Appl., 2008

Safe-Time: Distributed Real-Time Monitoring of cKNN in Mobile Peer-to-Peer Networks.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Modeling of End-to-End Available Bandwidth in Wide Area Network.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008

2007
Computer-Aided Detection of Diagnostic and Therapeutic Operations in Colonoscopy Videos.
IEEE Trans. Biomed. Eng., 2007

OCS: An effective caching scheme for video streaming on overlay networks.
Multim. Tools Appl., 2007

A double patching technique for efficient bandwidth sharing in video-on-demand systems.
Multim. Tools Appl., 2007

Informative frame classification for endoscopy video.
Medical Image Anal., 2007

Arthemis: Annotation software in an integrated capturing and analysis system for colonoscopy.
Comput. Methods Programs Biomed., 2007

Automatic polyp region segmentation for colonoscopy images using watershed algorithm and ellipse segmentation.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007

Polyp Detection in Colonoscopy Video using Elliptical Shape Feature.
Proceedings of the International Conference on Image Processing, 2007

2006
On the Design, Analysis, and Implementation of a Generalized Periodic Broadcast Server.
IEEE Trans. Broadcast., 2006

A scalable cost-effective video broadcasting system for on-demand video services.
Multim. Tools Appl., 2006

Sharing Location Dependent Experiences in MANET.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

Detecting Malicious Peers in Overlay Multicast Streaming.
Proceedings of the LCN 2006, 2006

Automatic Classification of Images with Appendiceal Orifice in Colonoscopy Videos.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Manual Annotation of Colonoscopy Videos: A First Step towards Automation.
Proceedings of the AMIA 2006, 2006

2005
Video Management in Peer-to-Peer Systems.
Proceedings of the Fifth IEEE International Conference on Peer-to-Peer Computing (P2P 2005), 31 August, 2005

On Using a CDN's Infrastructure to Improve File Transfer Among Peers.
Proceedings of the Management of Multimedia Networks and Services, 2005

Automatic measurement of quality metrics for colonoscopy videos.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Informative-frame filtering in endoscopy videos.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Peers-assisted Dynamic Content Distribution Networks.
Proceedings of the 30th Annual IEEE Conference on Local Computer Networks (LCN 2005), 2005

A priority forwarding technique for efficient and fast flooding in wireless ad hoc networks.
Proceedings of the 14th International Conference On Computer Communications and Networks, 2005

2004
Shot clustering techniques for story browsing.
IEEE Trans. Multim., 2004

Video delivery technologies for large-scale deployment of multimedia applications.
Proc. IEEE, 2004

Blurry-frame detection and shot segmentation in colonoscopy videos.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

A Case for a Generalized Periodic Broadcast Server: Design, Analysis, and Implementation.
Proceedings of the 2004 Symposium on Applications and the Internet (SAINT 2004), 2004

Core selection with end-to-end QoS support.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Parsing and browsing tools for colonoscopy videos.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Integration of Domain-Specific and Domain-Independent Ontologies for Colonoscopy Video Database Annotation.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'04, 2004

A framework for parsing colonoscopy videos for semantic units.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Providing scalable on-demand video services for heterogeneous receivers.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Distributed core selection with QoS support.
Proceedings of IEEE International Conference on Communications, 2004

A Visual Model Approach for Parsing Colonoscopy Videos.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003
Image Retrieval Based on Regions of Interest.
IEEE Trans. Knowl. Data Eng., 2003

Efficient Measuring of Various Motions in MPEG Videos.
Proceedings of the Signal and Image Processing (SIP 2003), 2003

Hierarchical Clustering-Merging for Multidimensional Index Structures.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

Audio-Assisted Scene Segmentation for Story Browsing.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002
Enhancing Information Quality for Web Pages.
Proceedings of the Information Networking, 2002

Video caching network for on-demand video streaming.
Proceedings of the Global Telecommunications Conference, 2002

ShotWeave: A Shot Clustering Technique for Story Browsing for Large Video Databases.
Proceedings of the XML-Based Data Management and Multimedia Engineering, 2002

2001
Design and implementation of a video browsing system for the Internet.
Softw. Pract. Exp., 2001

A Noise-Reduction Approach to Scene Segmentation for Large Video Databases.
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

2000
A Characteristics-Based Bandwidth Reduction Technique for Pre-recorded Videos.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1999
2PSM: An Efficient Framework for Searching Video Information in a Limited-Bandwidth Environment.
Multim. Syst., 1999

Performance of Load Balancing Techniques for Join Operations in Shared-Noting Database Management Systems.
J. Parallel Distributed Comput., 1999

1998
Reducing Web Browsing Delay using Profile-Based Prefetching.
Proceedings of WebNet 98, 1998

1997
A Framework for Supporting Previewing and VCR Operations in a Low Bandwidth Environment.
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997

Chaining: A Generalized Batching Technique for Video-On-Demand.
Proceedings of the International Conference on Multimedia Computing and Systems, 1997

1996
Scheduling Queries for Parallel Execution on Multicomputer Database Management Systems.
Proceedings of the Database and Expert Systems Applications, 7th International Conference, 1996

1995
A Performance Evaluation of Load Balancing Techniques for Join Operations on Multicomputer Database Systems.
Proceedings of the Eleventh International Conference on Data Engineering, 1995


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