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Wallapak Tavanapong
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2020 – today
- 2024
- [j29]Mohammed Khaleel, Azeez Idris, Wallapak Tavanapong, Jacob Pratt, Jung-Hwan Oh, Piet C. de Groen:
VisActive: Visual-concept-based Active Learning for Image Classification under Class Imbalance. ACM Trans. Multim. Comput. Commun. Appl. 20(3): 84:1-84:21 (2024) - 2023
- [j28]Wallapak Tavanapong, Jacob Pratt, Jung-Hwan Oh, Mohammed Khaleel, Johnny S. Wong, Piet C. de Groen:
Development and deployment of Computer-aided Real-Time feedback for improving quality of colonoscopy in a Multi-Center clinical trial. Biomed. Signal Process. Control. 83: 104609 (2023) - [c67]Md Marufi Rahman, Jung-Hwan Oh, Wallapak Tavanapong, Piet C. de Groen:
Content Based Image Retrieval Using Depth Maps for Colonoscopy Images. BIOSIGNALS 2023: 301-308 - [c66]YunQi Bang, Mohammed Khaleel, Wallapak Tavanapong:
Interpreting Deep Text Quantification Models. DEXA (2) 2023: 310-324 - [c65]Abdurahman Ali Mohammed, Catherine Fonder, Donald S. Sakaguchi, Wallapak Tavanapong, Surya K. Mallapragada, Azeez Idris:
IDCIA: Immunocytochemistry Dataset for Cellular Image Analysis. MMSys 2023: 451-457 - 2022
- [j27]Mohammed Khaleel, Lei Qi, Wallapak Tavanapong, Johnny Wong, Adisak Sukul, David A. M. Peterson:
IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models. J. Big Data 9(1): 34 (2022) - [j26]Wallapak Tavanapong, Jung-Hwan Oh, Michael A. Riegler, Mohammed Khaleel, Bhuvan Mittal, Piet C. de Groen:
Artificial Intelligence for Colonoscopy: Past, Present, and Future. IEEE J. Biomed. Health Informatics 26(8): 3950-3965 (2022) - [c64]Azeez Idris, Mohammed Khaleel, Wallapak Tavanapong, Jung-Hwan Oh, Piet C. de Groen:
Training Strategy for Limited Labeled Data by Learning from Confusion. ICIP 2022: 1926-1930 - [c63]Md Farhad Mokter, Azeez Idris, Jung-Hwan Oh, Wallapak Tavanapong, Piet C. de Groen:
Severity Classification of Ulcerative Colitis in Colonoscopy Videos by Learning from Confusion. ISVC (1) 2022: 431-443 - 2021
- [c62]Mohammed Khaleel, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
Hierarchical Visual Concept Interpretation for Medical Image Classification. CBMS 2021: 25-30 - [c61]Md Marufi Rahman, Jung-Hwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Automated Bite-block Detection to Distinguish Colonoscopy from Upper Endoscopy Using Deep Learning. ISVC (2) 2021: 216-228 - 2020
- [c60]Wallapak Tavanapong, Jung-Hwan Oh, Gavin Kijkul, Jacob Pratt, Johnny Wong, Piet C. de Groen:
Real-Time Feedback for Colonoscopy in a Multicenter Clinical Trial. CBMS 2020: 13-18 - [c59]Md Farhad Mokter, Jung-Hwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Classification of Ulcerative Colitis Severity in Colonoscopy Videos Using Vascular Pattern Detection. MLMI@MICCAI 2020: 552-562 - [c58]Lei Qi, Mohammed Khaleel, Wallapak Tavanapong, Adisak Sukul, David A. M. Peterson:
A Framework for Deep Quantification Learning. ECML/PKDD (1) 2020: 232-248
2010 – 2019
- 2019
- [j25]Hon-Hang Chang, Timothy K. Shih, Carl K. Chang, Wallapak Tavanapong:
CMAIR: content and mask-aware image retargeting. Multim. Tools Appl. 78(15): 21731-21758 (2019) - [c57]Sure Venkata Leela Lakshmi Tejaswini, Bhuvan Mittal, Jung-Hwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Enhanced Approach for Classification of Ulcerative Colitis Severity in Colonoscopy Videos Using CNN. ISVC (2) 2019: 25-37 - 2018
- [c56]A. B. M. Rezbaul Islam, Ali Alammari, Jung-Hwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Non-Informative Frame Classification in Colonoscopy Videos Using CNNs. ICBSP 2018: 53-60 - [c55]Chuanhai Zhang, Wallapak Tavanapong, Gavin Kijkul, Johnny Wong, Piet C. de Groen, Jung-Hwan Oh:
Similarity-Based Active Learning for Image Classification Under Class Imbalance. ICDM 2018: 1422-1427 - 2017
- [c54]Lei Qi, Rihui Li, Johnny Wong, Wallapak Tavanapong, David A. M. Peterson:
Social Media in State Politics: Mining Policy Agendas Topics. ASONAM 2017: 274-277 - [c53]Rohit Iyer, Johnny Wong, Wallapak Tavanapong, David A. M. Peterson:
Identifying Policy Agenda Sub-Topics in Political Tweets based on Community Detection. ASONAM 2017: 698-705 - [c52]Adisak Sukul, Baskar Gopalakrishnan, Wallapak Tavanapong, David A. M. Peterson:
Online video ad measurement for political science research. IEEE BigData 2017: 2132-2140 - [c51]Chuanhai Zhang, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen, Jung-Hwan Oh:
Real-Time Instrument Scene Detection in Screening GI Endoscopic Procedures. CBMS 2017: 720-725 - [c50]Ali Alammari, Abm Rezbaul Islam, Jung-Hwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Classification of Ulcerative Colitis Severity in Colonoscopy Videos using CNN. ICIME 2017: 139-144 - [c49]Chuanhai Zhang, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen, Jung-Hwan Oh:
Real Data Augmentation for Medical Image Classification. CVII-STENT/LABELS@MICCAI 2017: 67-76 - 2016
- [c48]Lei Qi, Chuanhai Zhang, Adisak Sukul, Wallapak Tavanapong, David A. M. Peterson:
Automated Coding of Political Video Ads for Political Science Research. ISM 2016: 7-13 - [c47]Michael Riegler, Mathias Lux, Carsten Griwodz, Concetto Spampinato, Thomas de Lange, Sigrun Losada Eskeland, Konstantin Pogorelov, Wallapak Tavanapong, Peter Thelin Schmidt, Cathal Gurrin, Dag Johansen, Håvard D. Johansen, Pål Halvorsen:
Multimedia and Medicine: Teammates for Better Disease Detection and Survival. ACM Multimedia 2016: 968-977 - 2015
- [j24]Yi Wang, Wallapak Tavanapong, Johnny S. Wong, Jung-Hwan Oh, Piet C. de Groen:
Polyp-Alert: Near real-time feedback during colonoscopy. Comput. Methods Programs Biomed. 120(3): 164-179 (2015) - [c46]Ashok Dahal, Jung-Hwan Oh, Wallapak Tavanapong, Johnny S. Wong, Piet C. de Groen:
Detection of ulcerative colitis severity in colonoscopy video frames. CBMI 2015: 1-6 - 2014
- [j23]DongHo Hong, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
3D Reconstruction of virtual colon structures from colonoscopy images. Comput. Medical Imaging Graph. 38(1): 22-33 (2014) - [j22]Ruwan Dharshana Nawarathna, Jung-Hwan Oh, Jayantha Muthukudage, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen, Shou Jiang Tang:
Abnormal image detection in endoscopy videos using a filter bank and local binary patterns. Neurocomputing 144: 70-91 (2014) - [j21]Yi Wang, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
Part-Based Multiderivative Edge Cross-Sectional Profiles for Polyp Detection in Colonoscopy. IEEE J. Biomed. Health Informatics 18(4): 1379-1389 (2014) - [c45]Piet C. de Groen, Wallapak Tavanapong, Jung-Hwan Oh, Johnny Wong:
Challenges associated with introduction of real-time quality monitoring and feedback during colonoscopy within a secure, tightly regulated healthcare network. IDT/IIMSS/STET 2014: 592-601 - 2013
- [j20]Sean Stanek, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Ruwan Dharshana Nawarathna, Jayantha Muthukudage, Piet C. de Groen:
SAPPHIRE: A toolkit for building efficient stream programs for medical video analysis. Comput. Methods Programs Biomed. 112(3): 407-421 (2013) - [j19]Yi Wang, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
Near Real-Time Retroflexion Detection in Colonoscopy. IEEE J. Biomed. Health Informatics 17(1): 143-152 (2013) - 2012
- [j18]Sean Stanek, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
Automatic real-time detection of endoscopic procedures using temporal features. Comput. Methods Programs Biomed. 108(2): 524-535 (2012) - [c44]Ruwan Dharshana Nawarathna, Jung-Hwan Oh, Jayantha Muthukudage, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Real-Time Phase Boundary Detection for Colonoscopy Videos Using Motion Vector Templates. Abdominal Imaging 2012: 116-125 - 2011
- [c43]Venkata Praveen Karri, Jung-Hwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Effective and Accelerated Informative Frame Filtering in Colonoscopy Videos using Graphics Processing Unit. BIOSIGNALS 2011: 119-124 - [c42]Sean Stanek, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Ruwan Dharshana Nawarathna, Jayantha Muthukudage, Piet C. de Groen:
SAPPHIRE middleware and software development kit for medical video analysis. CBMS 2011: 1-6 - [c41]Yi Wang, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
Computer-aided detection of retroflexion in colonoscopy. CBMS 2011: 1-6 - [c40]DongHo Hong, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
Colon fold contour estimation for 3D visualization of colon structure from 2D colonoscopy images. ISBI 2011: 121-124 - [c39]Jayantha Muthukudage, Jung-Hwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Color Based Stool Region Detection in Colonoscopy Videos for Quality Measurements. PSIVT (1) 2011: 61-72 - 2010
- [j17]Yi Wang, Wallapak Tavanapong, Johnny S. Wong, Jung-Hwan Oh, Piet C. de Groen:
Detection of Quality Visualization of Appendiceal Orifices Using Local Edge Cross-Section Profile Features and Near Pause Detection. IEEE Trans. Biomed. Eng. 57(3): 685-695 (2010) - [c38]Xuemin Liu, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
Automated measurement of quality of mucosa inspection for colonoscopy. ICCS 2010: 951-960
2000 – 2009
- 2009
- [j16]Jung-Hwan Oh, Sae Hwang, Yu Cao, Wallapak Tavanapong, Danyu Liu, Johnny S. Wong, Piet C. de Groen:
Measuring Objective Quality of Colonoscopy. IEEE Trans. Biomed. Eng. 56(9): 2190-2196 (2009) - [c37]DongHo Hong, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
3D Reconstruction of Colon Segments from Colonoscopy Images. BIBE 2009: 53-60 - 2008
- [j15]Ying Cai, Zhan Chen, Wallapak Tavanapong:
Caching collaboration and cache allocation in peer-to-peer video systems. Multim. Tools Appl. 37(2): 117-134 (2008) - [j14]Mu Zhang, Johnny Wong, Wallapak Tavanapong, Jung-Hwan Oh, Piet C. de Groen:
Deadline-constrained media uploading systems. Multim. Tools Appl. 38(1): 51-74 (2008) - [c36]Wanida Putthividhya, Arka P. Ghosh, Wallapak Tavanapong:
Modeling of End-to-End Available Bandwidth in Wide Area Network. ISPA 2008: 27-34 - [c35]Kihwan Kim, Ying Cai, Wallapak Tavanapong:
Safe-Time: Distributed Real-Time Monitoring of cKNN in Mobile Peer-to-Peer Networks. MDM 2008: 124-131 - [p1]Kien A. Hua, Wallapak Tavanapong:
Parallel Database Management Systems. Wiley Encyclopedia of Computer Science and Engineering 2008 - 2007
- [j13]Danyu Liu, Yu Cao, Kihwan Kim, Sean Stanek, Bancha Doungratanaex-Chai, Kungen Lin, Wallapak Tavanapong, Johnny S. Wong, Jung-Hwan Oh, Piet C. de Groen:
Arthemis: Annotation software in an integrated capturing and analysis system for colonoscopy. Comput. Methods Programs Biomed. 88(2): 152-163 (2007) - [j12]Jung-Hwan Oh, Sae Hwang, JeongKyu Lee, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Informative frame classification for endoscopy video. Medical Image Anal. 11(2): 110-127 (2007) - [j11]Ying Cai, Wallapak Tavanapong, Kien A. Hua:
A double patching technique for efficient bandwidth sharing in video-on-demand systems. Multim. Tools Appl. 32(1): 115-136 (2007) - [j10]Minh Tran, Wallapak Tavanapong, Wanida Putthividhya:
OCS: An effective caching scheme for video streaming on overlay networks. Multim. Tools Appl. 34(1): 25-56 (2007) - [j9]Yu Cao, Danyu Liu, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
Computer-Aided Detection of Diagnostic and Therapeutic Operations in Colonoscopy Videos. IEEE Trans. Biomed. Eng. 54(7): 1268-1279 (2007) - [c34]Sae Hwang, Jung-Hwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Polyp Detection in Colonoscopy Video using Elliptical Shape Feature. ICIP (2) 2007: 465-468 - [c33]Sae Hwang, Jung-Hwan Oh, Wallapak Tavanapong, Johnny Wong, Piet C. de Groen:
Automatic polyp region segmentation for colonoscopy images using watershed algorithm and ellipse segmentation. Medical Imaging: Computer-Aided Diagnosis 2007: 65141D - 2006
- [j8]Simon Sheu, Wallapak Tavanapong, Kien A. Hua:
A scalable cost-effective video broadcasting system for on-demand video services. Multim. Tools Appl. 28(3): 321-345 (2006) - [j7]Minh Tran, Wallapak Tavanapong:
On the Design, Analysis, and Implementation of a Generalized Periodic Broadcast Server. IEEE Trans. Broadcast. 52(4): 515-528 (2006) - [c32]Piet C. de Groen, Wallapak Tavanapong, Jung-Hwan Oh, Johnny Wong:
Manual Annotation of Colonoscopy Videos: A First Step towards Automation. AMIA 2006 - [c31]Yu Cao, Danyu Liu, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
Automatic Classification of Images with Appendiceal Orifice in Colonoscopy Videos. EMBC 2006: 2349-2352 - [c30]Samarth Shetty, Patricio A. Galdames, Wallapak Tavanapong, Ying Cai:
Detecting Malicious Peers in Overlay Multicast Streaming. LCN 2006: 499-506 - [c29]Kihwan Kim, Ying Cai, Wallapak Tavanapong:
Sharing Location Dependent Experiences in MANET. MDM 2006: 69 - 2005
- [c28]Kihwan Kim, Ying Cai, Wallapak Tavanapong:
A priority forwarding technique for efficient and fast flooding in wireless ad hoc networks. ICCCN 2005: 223-228 - [c27]Minh Tran, Wallapak Tavanapong:
Peers-assisted Dynamic Content Distribution Networks. LCN 2005: 123-131 - [c26]Yong Hwan An, Sae Hwang, Jung-Hwan Oh, JeongKyu Lee, Wallapak Tavanapong, Piet C. de Groen, Johnny Wong:
Informative-frame filtering in endoscopy videos. Medical Imaging: Image Processing 2005 - [c25]Sae Hwang, Jung-Hwan Oh, JeongKyu Lee, Yu Cao, Wallapak Tavanapong, Danyu Liu, Johnny Wong, Piet C. de Groen:
Automatic measurement of quality metrics for colonoscopy videos. ACM Multimedia 2005: 912-921 - [c24]Minh Tran, Wallapak Tavanapong:
On Using a CDN's Infrastructure to Improve File Transfer Among Peers. MMNS 2005: 289-301 - [c23]Ying Cai, Zhan Chen, Wallapak Tavanapong:
Video Management in Peer-to-Peer Systems. Peer-to-Peer Computing 2005: 217-224 - 2004
- [j6]Kien A. Hua, Mounir A. Tantaoui, Wallapak Tavanapong:
Video delivery technologies for large-scale deployment of multimedia applications. Proc. IEEE 92(9): 1439-1451 (2004) - [j5]Wallapak Tavanapong, Junyu Zhou:
Shot clustering techniques for story browsing. IEEE Trans. Multim. 6(4): 517-527 (2004) - [c22]Yu Cao, Wallapak Tavanapong, Dalei Li, Jung-Hwan Oh, Piet C. de Groen, Johnny S. Wong:
A Visual Model Approach for Parsing Colonoscopy Videos. CIVR 2004: 160-169 - [c21]Wanida Putthividhya, Wallapak Tavanapong, Minh Tran, Johnny Wong:
Distributed core selection with QoS support. ICC 2004: 2132-2137 - [c20]Ying Cai, Zhan Chen, Wallapak Tavanapong, Johnny Wong:
Providing scalable on-demand video services for heterogeneous receivers. ICME 2004: 643-646 - [c19]Yu Cao, Wallapak Tavanapong, Kihwan Kim, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen:
A framework for parsing colonoscopy videos for semantic units. ICME 2004: 1879-1882 - [c18]Jie Bao, Yu Cao, Wallapak Tavanapong, Vasant G. Honavar:
Integration of Domain-Specific and Domain-Independent Ontologies for Colonoscopy Video Database Annotation. IKE 2004: 82-90 - [c17]Yu Cao, Dalei Li, Wallapak Tavanapong, Jung-Hwan Oh, Johnny Wong, Piet C. de Groen:
Parsing and browsing tools for colonoscopy videos. ACM Multimedia 2004: 844-851 - [c16]Wanida Putthividhya, Minh Tran, Wallapak Tavanapong, Johnny S. Wong:
Core selection with end-to-end QoS support. SAC 2004: 328-333 - [c15]Minh Tran, Wanida Putthividhya, Wallapak Tavanapong, Johnny S. Wong:
A Case for a Generalized Periodic Broadcast Server: Design, Analysis, and Implementation. SAINT 2004: 127-134 - [c14]Jung-Hwan Oh, Sae Hwang, Wallapak Tavanapong, Piet C. de Groen, Johnny Wong:
Blurry-frame detection and shot segmentation in colonoscopy videos. Storage and Retrieval Methods and Applications for Multimedia 2004: 531-542 - 2003
- [j4]Khanh Vu, Kien A. Hua, Wallapak Tavanapong:
Image Retrieval Based on Regions of Interest. IEEE Trans. Knowl. Data Eng. 15(4): 1045-1049 (2003) - [c13]Zhan Chen, Jing Ding, Mu Zhang, Wallapak Tavanapong, Johnny S. Wong:
Hierarchical Clustering-Merging for Multidimensional Index Structures. CIVR 2003: 81-90 - [c12]Yu Cao, Wallapak Tavanapong, Kihwan Kim, Jung-Hwan Oh:
Audio-Assisted Scene Segmentation for Story Browsing. CIVR 2003: 446-455 - [c11]Jung-Hwan Oh, Praveen Sankuratri, Wallapak Tavanapong:
Efficient Measuring of Various Motions in MPEG Videos. SIP 2003: 217-222 - 2002
- [c10]Junyu Zhou, Wallapak Tavanapong:
ShotWeave: A Shot Clustering Technique for Story Browsing for Large Video Databases. EDBT Workshops 2002: 299-317 - [c9]Wallapak Tavanapong, Minh Tran, Junyu Zhou, Srikanth Krishnamohan:
Video caching network for on-demand video streaming. GLOBECOM 2002: 1723-1727 - [c8]Wallapak Tavanapong, Wenlu Li, Kihwan Kim:
Enhancing Information Quality for Web Pages. ICOIN (2) 2002: 491-500 - 2001
- [j3]Wallapak Tavanapong, Kien A. Hua:
Design and implementation of a video browsing system for the Internet. Softw. Pract. Exp. 31(5): 471-503 (2001) - [c7]Wallapak Tavanapong, Junyu Zhou:
A Noise-Reduction Approach to Scene Segmentation for Large Video Databases. ITCC 2001: 253-257 - 2000
- [c6]Wallapak Tavanapong, Srikanth Krishnamohan:
A Characteristics-Based Bandwidth Reduction Technique for Pre-recorded Videos. IEEE International Conference on Multimedia and Expo (III) 2000: 1751-1754
1990 – 1999
- 1999
- [j2]Kien A. Hua, Wallapak Tavanapong, Yu-lung Lo:
Performance of Load Balancing Techniques for Join Operations in Shared-Noting Database Management Systems. J. Parallel Distributed Comput. 56(1): 17-46 (1999) - [j1]Kien A. Hua, Wallapak Tavanapong, James Zijun Wang:
2PSM: An Efficient Framework for Searching Video Information in a Limited-Bandwidth Environment. Multim. Syst. 7(5): 396-408 (1999) - 1998
- [c5]Wallapak Tavanapong, Kien A. Hua, Simon Sheu:
Reducing Web Browsing Delay using Profile-Based Prefetching. WebNet 1998 - 1997
- [c4]Simon Sheu, Kien A. Hua, Wallapak Tavanapong:
Chaining: A Generalized Batching Technique for Video-On-Demand. ICMCS 1997: 110-117 - [c3]Wallapak Tavanapong, Kien A. Hua, James Zijun Wang:
A Framework for Supporting Previewing and VCR Operations in a Low Bandwidth Environment. ACM Multimedia 1997: 303-312 - 1996
- [c2]Yu-lung Lo, Kien A. Hua, Wallapak Tavanapong:
Scheduling Queries for Parallel Execution on Multicomputer Database Management Systems. DEXA 1996: 698-707 - 1995
- [c1]Kien A. Hua, Wallapak Tavanapong, Honesty C. Young:
A Performance Evaluation of Load Balancing Techniques for Join Operations on Multicomputer Database Systems. ICDE 1995: 44-51
Coauthor Index
aka: Johnny Wong
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