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MDAP Publication List

Our academic contributions to the community of video analytics

Original Articles

(1) Chen S, Aramvith S, Miyanaga Y. Learning-Based Rate Control for High Efficiency Video Coding. Sensors (Basel) 2023;23(7).

(2) Tun EE, Aramvith S, Onoye T. Low complexity mode selection for H.266/VVC intra coding. ICT Express 2022;8(1):83-90.

(3) Ganokratanaa T, Aramvith S, Sebe N. Video anomaly detection using deep residual-spatiotemporal translation network. Pattern Recogn Lett 2022;155:143-150.

(4) Muhammad W, Aramvith S, Onoye T. Multi-scale Xception based depthwise separable convolution for single image superresolution. PLoS ONE 2021;16(8 August).

(5) Navakitkanok P, Aramvith S, Chandrachai A. INNOVATIVE ENTREPRENEURSHIP MODEL FOR AGRICULTURAL PROCESSING SMES IN THAILAND’S DIGITAL AND INDUSTRIES 4.0 ERA. Acad Entrep J 2020;26(4):1-15.

(6) Ganokratanaa T, Aramvith S, Sebe N. Unsupervised Anomaly Detection and Localization Based on Deep Spatiotemporal Translation Network. IEEE Access 2020;8:50312-50329.

(7) Muhammad W, Aramvith S. Multi-scale inception based super-resolution using deep learning approach. Electronics (Switzerland) 2019;8(8).

(8) Maung HM, Aramvith S, Miyanaga Y. Hierarchical-p reference picture selection based error resilient video coding framework for high efficiency video coding transmission applications. Electronics (Switzerland) 2019;8(3).

(9) Tun EE, Aramvith S, Miyanaga Y. Fast Coding Unit Encoding Scheme for HEVC Using Genetic Algorithm. IEEE Access 2019;7:68010-68021.

(10) Watcharapinchai N, Aramvith S, Siddhichai S. Automatic vehicle classification using linked visual words. J Electron Imaging 2017;26(4).

(11) Lertniphonphan K, Aramvith S, Chalidabhongse TH. Human action classification using adaptive key frame interval for feature extraction. J Electron Imaging 2016;25(1).

(12) Panyavaraporn J, Aramvith S. Error resilient framework using one-pass explicit flexible macroblock ordering map generation and error concealment for H.264/AVC wireless video communication. J Electron Imaging 2011;20(2).

(13) Vu TH, Aramvith S, Miyanaga Y. New error resilience technique using adaptive FMO and intra refresh for H.264 video transmission. IEICE Trans Fund Electron Commun Comput Sci 2011;E94-A(8):1647-1655.

(14) Nashat S, Abdullah A, Aramvith S, Abdullah MZ. Support vector machine approach to real-time inspection of biscuits on moving conveyor belt. Comput Electron Agric 2011;75(1):147-158. (15) Eiamjumrus N, Aramvith S. Rate control scheme based on cauchy R-D optimization model for H.264/AVC under low delay constraint. J Digit Inf Manage 2008;6(2):180-188.

(16) Thanasorravit A, Charoenpanichkit A, Suriya A, Wuttisittikulkij L, Aramvith S. Delay performance analysis of uniform (UNI) and uniform with limited access techniques (UNI+LA) in wireless communication systems. IEEE Veh Technol Conf 2002;2:962-966.

(17) Suriya A, Charoenpanichkit A, Thanasorravit A, Aramvith S, Wuttisittikulkij L. New single-access channel reservation schemes for QoS constrained multimedia traffic. IEEE Veh Technol Conf 2002;1:209-213.

 

(18) Aramvith S, Pao I-, Sun M-. A rate-control scheme for video transport over wireless channels. IEEE Trans Circuits Syst Video Technol 2001;11(5):569-580.

Conference Proceedings

(1) DCAN: Deep Consecutive Attention Network for Video Super Resolution. Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022; 2022.

(2) MCSNet: Multi-Channel Sharing Network for Single Image Super-Resolution. Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022; 2022.

 

(3) Performance Analysis of JPEG XR with Deep Learning-Based Image Super-Resolution. Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022; 2022.

 

(4) Optimal Deep Multi-Route Self-Attention for Single Image Super-Resolution. Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022; 2022.

 

(5) Trace-Level Invisible Enhanced Network for 6D Pose Estimation. Proceedings - IEEE International Conference on Multimedia and Expo; 2022.

 

(6) Deep Attentive Pixels for Face Super-resolution. Proceedings of SPIE - The International Society for Optical Engineering; 2022.

 

(7) Anomaly event detection using generative adversarial network for surveillance videos. 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019; 2019.

 

(8) Encoder Control Enhancement in HEVC Based on R-Lambda Coefficient Distribution. 2019 International Symposium on Multimedia and Communication Technology, ISMAC 2019; 2019.

 

(9) A Fast CU Depth Estimation Algorithm for HEVC Inter Coding. 2019 IEEE International Conference on Consumer Electronics - Asia, ICCE-Asia 2019; 2019.

 

(10) Real-Time Multiple Face Recognition using Deep Learning on Embedded GPU System. 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings; 2019.

 

(11) Feature reduction on fuzzy SVM-based coding unit decision in HEVC. ICEAST 2018 - 4th International Conference on Engineering, Applied Sciences and Technology: Exploring Innovative Solutions for Smart Society; 2018.

 

(12) Feature based analysis friendly video coding scheme for HEVC. 2018 IEEE International Conference on Consumer Electronics, ICCE 2018; 2018.

 

(13) Optimized human detection on the embedded computer vision system. Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017; 2018.

 

(14) Efficient super-resolution algorithm using overlapping bicubic interpolation. 2017 IEEE 6th Global Conference on Consumer Electronics, GCCE 2017; 2017.

 

(15) Error resilience aware rate control and mode selection for HEVC video transmission. 2017 IEEE International Conference on Consumer Electronics, ICCE 2017; 2017.

 

(16) Improving feature preservation in high efficiency video coding standard. 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016; 2017.

 

(17) Improved region-of-interest based rate control for error resilient HEVC framework. International Conference on Digital Signal Processing, DSP; 2016.

 

(18) Region-of-interest based error resilient method for HEVC video transmission. 2015 15th International Symposium on Communications and Information Technologies, ISCIT 2015; 2016.

 

(19) Wireless video transmission over MIMO-OFDM using background modeling for video surveillance applications. 2015 15th International Symposium on Communications and Information Technologies, ISCIT 2015; 2016.

 

(20) Sparse representation of adaptive key frame features for human action classification. 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015; 2016.

 

(21) Super-Resolution for HD to 4K using Analysis K-SVD dictionary and Adaptive Elastic-Net. International Conference on Digital Signal Processing, DSP; 2015.

 

(22) Framework of surveillance video analysis and transmission system using background modeling and MIMO-OFDM. International Conference on Digital Signal Processing, DSP; 2015.

 

(23) Framework for language independent social media analysis platform to detect reactions on global topics. IEEE Region 10 Annual International Conference, Proceedings/TENCON; 2015.

 

(24) Affected people's needs detection after the East Japan Great Earthquake - Time series analysis using LDA. 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014; 2014.

 

(25) Feature extraction for human action classification using adaptive key frame interval. 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014; 2014.

 

(26) Hashimoto T, Chauksuvanit T, Aramvith S, Shirota Y. Human reaction in thailand based on social media analysis after the East Japan great earthquake. Front Artif Intell Appl 2014;272:108-119.

 

(27) Comparison of reaction in social media after the East Japan Great Earthquake between Thailand and Japan. 13th International Symposium on Communications and Information Technologies: Communication and Information Technology for New Life Style Beyond the Cloud, ISCIT 2013; 2013.

 

(28) A sustainable integrated-services community learning center. International Telecommunication Union - Proceedings of the 2013 ITU Kaleidoscope Academic Conference: Building Sustainable Communities, K 2013; 2013.

 

(29) Target modeling for tracking and handoff in a camera network. Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2013; 2013.

 

(30) Head pose estimation using motion subspace matching on GPU. 2012 Conference Handbook - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012; 2012.

 

(31) FMO frame selection using markov model prediction in H.264 for slow fading wireless channels. IEEE Region 10 Annual International Conference, Proceedings/TENCON; 2012.

 

(32) The region-based distance of oriented gradient and motion direction for human action classification.

2012 International Symposium on Communications and Information Technologies, ISCIT 2012; 2012.

 

(33) Human action recognition using direction histograms of optical flow. 11th International Symposium on Communications and Information Technologies, ISCIT 2011; 2011.

 

(34) Aramvith S, Aswakul C, Saivichit C, Prapinmongkolkarn P, Aimdilokwong A. NGN trial use and test site in Phuket, Thailand by national telecommunications commission (NTC) and Chula UniSearch. Lect Notes Inst Comput Sci Soc Informatics Telecommun Eng 2011;46:622-625.

 

(35) Design of efficient clustering dictionary for sparse representation of general image super resolution. APSIPA ASC 2011 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2011; 2011.

 

(36) Adaptive FMO map generation using cross video coding-MAC layer consideration. APSIPA ASC 2011 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2011; 2011.

 

(37) Vehicle segmentation from video using color and edges. Proceedings - IEEE International Conference on Multimedia and Expo; 2011.

 

(38) Watcharapinchai N, Aramvith S, Siddhichai S. Two-probabilistic latent semantic model for image annotation and retrieval. Lect Notes Comput Sci 2011;6468 LNCS(PART1):359-369.

 

(39) One-pass explicit FMO map generation for H.264/AVC wireless video transmission. APSIPA ASC 2010 - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference; 2010.

 

(40) Improved FMO based H.264 frame layer rate control for low bit rate video transmission. 28th Picture Coding Symposium, PCS 2010; 2010.

 

(41) Elastic net for solving sparse representation of face image super-resolution. ISCIT 2010 - 2010 10th International Symposium on Communications and Information Technologies; 2010.

 

(42) FMO selection using Markov model in H.264 for slow fading wireless channels. ISCIT 2010 - 2010 10th International Symposium on Communications and Information Technologies; 2010.

 

(43) Robust outdoor human segmentation based on color-based statistical approach and edge combination. 1st International Conference on Green Circuits and Systems, ICGCS 2010; 2010.

 

(44) Improvement on error concealment for H.264 spatial scalable video coding. 1st International Conference on Green Circuits and Systems, ICGCS 2010; 2010.

 

(45) Vehicle segmentation from video using color and edges. 17th ITS World Congress; 2010.

 

(46) Innovative broadband models for digital inclusion. International Telecommunication Union - Proceedings of the 2009 ITU-T Kaleidoscope Academic Conference: Innovations for Digital Inclusion, K-IDI 2009; 2009.

 

(47) Joint FMO and adaptive intra refresh for error resilience in H.264 video coding. APSIPA ASC 2009 - Asia-Pacific Signal and Information Processing Association 2009 Annual Summit and Conference; 2009.

 

(48) Video processing and analysis for surveillance applications. ISPACS 2009 - 2009 International Symposium on Intelligent Signal Processing and Communication Systems, Proceedings; 2009.

 

(49) Joint explicit FMO map and error concealment for wireless video transmission. 2009 9th International Symposium on Communications and Information Technology, ISCIT 2009; 2009.

 

(50) An error resilience technique based on FMO and error propagation for H.264 video coding in error-prone channels. Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009; 2009.

 

(51) Dimensionality reduction of SIFT using PCA for object categorization. 2008 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2008; 2009.

 

(52) Improved sorting algorithm for explicit FMO macroblock classification in H.264. 2008 International Symposium on Communications and Information Technologies, ISCIT 2008; 2008.

 

(53) Regulation and frequency allocation for vehicular radar. Proceedings - 2008 8th International Conference on Intelligent Transport System Telecommunications, ITST 2008; 2008.

 

(54) FMO slice group maps using spatial and temporal indicators for H.264 wireless video transmission. Proceedings - IEEE International Symposium on Circuits and Systems; 2008.

 

(55) Joint explicit FMO, FEC coding, and adaptive interleaving depth for H.264 wireless video transmission. 2008 3rd International Symposium on Communications, Control, and Signal Processing, ISCCSP 2008; 2008.

 

(56) Directional texture feature extraction using context labels of significance coding for JPEG2000 compressed domain image retrieval. Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.; 2007.

 

(57) A discriminant approach to sports video classification. ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings; 2007.

 

(58) Comparative performance analysis of WiMAX and WLAN with WPAN coexistence in UL band. 2007 International Symposium on Intelligent Signal Processing and Communications Systems, ISPACS 2007 - Proceedings; 2007.

 

(59) Cauchy based rate-distortion optimization model for H.264 rate control. IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS; 2006.

 

(60) Rate control scheme based on cauchy R-D optimization model for H.264/AVC under low delay constraint. Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006; 2006.

 

(61) Improved frame and basic unit layers bit allocation scheme for H.264 video transmission over ARQ-based wireless channels. Proceedings - IEEE International Symposium on Circuits and Systems; 2006.

 

(62) Real-time face identification using two cooperative active cameras. 9th International Conference on Control, Automation, Robotics and Vision, 2006, ICARCV '06; 2006.

 

(63) New rate control scheme based on Cauchy rate-distortion optimization model for H.264 video coding. 2006 International Symposium on Intelligent Signal Processing and Communications, ISPACS'06; 2006.

 

(64) Joint Flexible Macroblock Ordering and FEC coding for H.264 wireless video transmission. 2006 International Symposium on Intelligent Signal Processing and Communications, ISPACS'06; 2006.

 

(65) Non-linear learning factor control for statistical adaptive background subtraction algorithm. Proceedings - IEEE International Symposium on Circuits and Systems; 2005.

 

(66) Face tracking using two cooporative static and moving cameras. IEEE International Conference on Multimedia and Expo, ICME 2005; 2005.

 

(67) Adaptive parametric statistical background subtraction for video segmentation. VSSN 2005 - Proceedings of the 3rd ACM International Workshop on Video Surveillance and Sensor Networks, co-located with ACM Multimedia 2005; 2005.

 

(68) Improved H.264 rate-control using channel throughput estimate for ARQ-based wireless video transmissions. Proceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005; 2005.

 

(69) Analysis of macroblock-to-slice group mapping for H.264 video transmission over packet-based wireless fading channel. Midwest Symposium on Circuits and Systems; 2005.

 

(70) Improved face and hand tracking for sign language recognition. International Conference on Information Technology: Coding and Computing, ITCC; 2005.

 

(71) Face and hands localization and tracking for sign language recognition. IEEE International Symposium on Communications and Information Technologies: ISCIT 2004; 2004.

 

(72) An adaptive real-time background subtraction and moving shadows detection. 2004 IEEE International Conference on Multimedia and Expo (ICME); 2004.

 

(73) Development of digital image retrieval technique using autocorrelogram and wavelet based texture. Midwest Symposium on Circuits and Systems; 2004.

 

(74) Improved rate control for advanced video coding (AVC) standard under low delay constraint. International Conference on Information Technology: Coding Computing, ITCC; 2004.

 

(75) An adaptive noise decorrelation technique for stereophonic acoustic echo cancellation. IEEE Region 10 Annual International Conference, Proceedings/TENCON; 2004.

 

(76) Automatic face color segmentation based rate control for low bit-rate video coding. Proceedings - IEEE International Symposium on Circuits and Systems; 2003.

 

(77) Analysis of motion-based coding for sign language video communication applications. Proceedings of the IASTED International Conference on Information and Knowledge Sharing; 2003.

 

(78) Adaptive asymmetric diamond search algorithm for block-based motion estimation. Proceedings VIPromCom 2002 - 4th EURASIP - IEEE Region 8 International Symposium on Video / Image Processing and Multimedia Communications; 2002.

 

(79) Adaptive asymmetric diamond search algorithm for block-based motion estimation. International Conference on Digital Signal Processing, DSP; 2002.

 

(80) On-line Thai-English handwritten character recognition using distinctive features. IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS; 2002.

 

(81) Joint source-channel coding using simplified block-based segmentation and content-based rate-control for wireless video transport. Proceedings - International Conference on Information Technology: Coding and Computing, ITCC 2002; 2002.

 

(82) Design and performance evaluation of new channel reservation schemes for supporting multi-class traffics. IEEE International Performance, Computing and Communications Conference, Proceedings; 2002.

 

(83) Wireless video transport using conditional retransmission and low-delay interleaving. ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings; 2001.

 

(84) Coding scheme for wireless video transport with reduced frame-skipping. Proceedings of SPIE - The International Society for Optical Engineering; 2000.

 

(85) Rate-control for retransmission-based video transport over wireless channels. Conference Record of the Asilomar Conference on Signals, Systems and Computers; 1998.

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