2024

  • Hongwei Sha, Ming Lu, and Zhan Ma, "Lossless JPEG Recompression for Similar Images via Frequency Domain Block Matching," accepted by IEEE PCS, Feb. 2024.

  • Hao Zhu, Shaowen Xie, Zhen Liu, Fengyi Liu, Qi Zhang, Yi Lin, Zhan Ma, and Xun Cao, "Disorder-invariant Implicit Neural Representation," accepted by IEEE Trans. Pattern Analysis and Machine Intelligence, Feb. 2024. [website]

  • Zhihao Li, Ming Lu, Xu Zhang, Xin Feng, M. Salman Asif, and Zhan Ma, "Efficient Visual Computing with Camera RAW Snapshots," accepted by IEEE Trans. Pattern Analysis and Machine Intelligence, Jan. 2024. [website]

  • Muchen Dong, Ming Lu, and Zhan Ma, "Accelerating Block-level Rate Control for Learned Image Compression," IEEE Data Compression Conference, Snow Bird, UT, March 2024.

  • Shaohan Sun, Yuzhuo Kong, Tong Chen, and Zhan Ma, "Variable-rate Neural Speech Compression with Multiscale Feature Extraction and Improved Entropy Modeling," IEEE Data Compression Conference, Snow Bird, UT, March 2024. 

  • Bin Jiang, Zhihao Li, M. Salman Asif, Xun Cao, and Zhan Ma, "Token-based Spatiotemporal Representation of the Events," Proc. of IEEE ICASSP, Seoul, Korea, April 2024.

  • Ruixiang Xue, Jiaxin Li, Tong Chen, Dandan Ding, Xun Cao, and Zhan Ma, "NeRI: Implicit Neural Representation of LiDAR Point Cloud Using Range Image Sequence," Proc. of IEEE ICASSP, Seoul, Korea, April 2024.

  • Ming Lu, Zhihao Duan, Fengqing Zhu, and Zhan Ma, "Deep Hierarchical Video Compression," Proc. of  AAAI, Vancouver, Canada, Feb. 2024.

  • Yichi Zhang, Zhihao Duan, Ming Lu, Dandan Ding, Fengqing Zhu, and Zhan Ma, "Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding," Proc. of AAAI, Vancouver, Canada, Feb. 2024.

  • Zhihao Duan, Ming Lu, Jack Ma, Yuning Huang, Zhan Ma, and Fengqing Zhu, "QARV: Quantization-Aware ResNet VAE for Lossy Image Compression," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 46, no. 1, pp. 436-450, Jan. 2024.

  • Yichi Zhang, Gongchun Ding, Dandan Ding, Zhan Ma, and Zhu Li, "On Content-aware Post-Processing: Adapting Statistically Learned Models to Dynamic Content," ACM TOMM, 20(1):1-28, Jan. 2024.

    2023
  • Muchen Dong, Hongwei Sha, Ming Lu, and Zhan Ma, "ULIC: Ultra Lightweight Image Coder on Wearable Devices," accepted by IFTC, Dec. 2023. [Best Paper]

  • Gexin Liu, Ruixiang Xue, Jiaxin Li, Dandan Ding, Zhan Ma, "GRNet: Geometry Restoration for G-PCC Compressed Point Clouds Using Auxiliary Density Signaling," accepted by IEEE Trans. Virtualization and Computer Graphics, Dec. 2023

  • Yueheng Li, Hao Chen, Bowei Xu, Zicheng Zhang, and Zhan Ma, "Improving Adaptive Real-time Video Communication via Cross-layer Optimization," accepted by IEEE Trans. Multimedia, Nov. 2023.

  • Junteng Zhang, Jianqiang Wang, Dandan Ding, and Zhan Ma, "Scalable Point Cloud Attribute Compression," accepted by IEEE Trans. Multimedia, Nov. 2023.

  • Junqi Shi, Ming Lu, and Zhan Ma, "Rate-Distortion Optimized Post-Training Quantization for Learned Image Compression," accepted by IEEE Trans. Circuits and Systems for Video Technology, Oct. 2023. [website]

  • Mingliu Sun, Hao Chen, and Zhan Ma, "Quality-of-Experience Assessment for Ultra-low Latency Live Streaming Videos," IEEE MMSP, Oct. 2023.

  • Chi Zhang, Ming Lu, You Li, and Zhan Ma, "Recurrent Information Synthesis for Down-sampling Based Video Coding," IEEE MMSP, Oct. 2023.

  • Junzhe Zhang, Junteng Zhang, Dandan Ding, and Zhan Ma, "ARNet: Attribute Artifacts Reduction for G-PCC Compressed Point Clouds," accepted by Computational Visual Media, July 2023.

  • Yueheng Li, Zicheng Zhang, Hao Chen, and Zhan Ma, "Mamba: Bringing Multi-dimensional ABR to WebRTC," ACM Multimedia, Oct. 2023. [Website]

  • Bowei Xu, Hao Chen, and Zhan Ma, "Karma: Adaptive Video Streaming via Causal Sequence Modeling," ACM Multimedia, Oct. 2023.  [Website]

  • Junteng Zhang, Tong Chen, Dandan Ding, and Zhan Ma, "YOGA: Yet Another Geometry-based Point Cloud Compressor," ACM Multimedia, Oct. 2023. [Website]

  • Junzhe Zhang, Tong Chen, Dandan Ding, and Zhan Ma, "G-PCC++: Enhanced Geometry-based Point Cloud Compression," ACM Multimedia, Oct. 2023. [Website]

  • Ming Lu, Tong Chen, Zhenyu Dai, Dong Wang, Dandan Ding, and Zhan Ma, "Decoder-Side Cross Resolution Synthesis for Video Compression Enhancement," IEEE Trans. Multimedia,  vol. 25, pp. 2097-2110, 2023. [Open Source]

  • Jianqiang Wang, Dandan Ding, Zhu Li, Xiaoxing Feng, Chuntong Cao, and Zhan Ma, "Sparse Tensor-based Multiscale Representation for Point Cloud Geometry Compression," IEEE Trans. Pattern Analysis and Machine Intelligence, 45(7):9055-9071, July 2023. [Website][SparsePCGCv1 under MPEG AI PCC study].

  • Junyu Zhu, Hao Zhu, Qi Zhang, Fang Zhu, Zhan Ma, Xun Cao, "Pyramid NeRF: Frequency Guided Fast Radiance Field Optimization," International Journal of Computer Vision, 131:2649-2664, May 2023. [Github].

  • Qianyuan Zheng, Hao Chen, and Zhan Ma, "Bamboo: Boosting Training Efficiency for Real-Time Video Streaming via Online Grouped Federated Transfer Learning," accepted by APNet (Poster), June 2023.

  • Tong Chen, and Zha Ma, "Toward Robust Neural Image Compression: Adversarial Attack and Model Finetuning," IEEE Trans. Circuits and Systems for Video Technology, vol. 33, no. 12, pp. 7842-7856, Dec. 2023.

  • Qi Yang, Yujie Zhang, Siheng Chen, Yiling Xu, Jun Sun, and Zhan Ma, "MPED: Quantifying Point Cloud Distortion Based on Multiscale Potential Energy Discrepancy," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 45, no. 5, pp. 6037-6054, May 2023.

  • Yueheng Li, Qianyuan Zheng, Zicheng Zhang, Hao Chen, and Zhan Ma, "Improving ABR Performance for Short Video Streaming Using Multi-Agent Reinforcement Learning with Expert Guidance," In Proceedings of the 33rd Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV '23), Association for Computing Machinery, New York, NY, USA, 58-64.

  • Dandan Ding, Junjie Wang, Guangkun Zhen, Debargha Mukherjee, Urvang Joshi, and Zhan Ma, "Neural Adaptive Loop Filtering For Video Coding: Exploring Multi-Hypothesis Sample Refinement," IEEE Trans. Circuits and Systems for Video Technology, 33(10):6057-6071, Oct. 2023. [Adopted in AOM Software Model]

  • Zicheng Zhang, Hao Chen, Xun Cao, and Zhan Ma, "Anableps: Adapting Bitrate for Real-Time Communication Using VBR-encoded Video," accepted by IEEE ICME, July 2023. (Oral Presentation)

  • Qi Zhao, M. Salman Asif, and Zhan Ma, "DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for Videos," IEEE CVPR, 2023.

  • Shaowen Xie, Hao Zhu, Zhen Liu, Qi Zhang, You Zhou, Xun Cao, and Zhan Ma, "DINER: Disorder-Invariant Implicit Neural Representation," IEEE CVPR, 2023. [Open Source][Highlight Paper <2.5%]

  • Xu Zhang, Geyong Min, Tong Li, Zhan Ma, Xun Cao, and Shaowei Wang, "AI and Blockchain Empowered Metaverse for Web 3.0: Vision, Architecture, and Future Directions,"  IEEE Communications Magazine, pp. 60-66, August 2023.

  • Zhihao Duan, Zhan Ma, and Fengqing Zhu, "Unified Architecture Adaptation for Compressed Domain Semantic Inference," IEEE Trans. Circuits and Systems for Video Technology, vol. 33, no. 8, pp. 4108-4121, August 2023.

  • Jianqiang Wang, Dandan Ding, and Zhan Ma, "Lossless Point Cloud Attribute Compression Using Cross-scale, Cross-group, and Cross-color Prediction," IEEE DCC, March 2023.

  • Zhihao Duan, Ming Lu, Zhan Ma, and Fengqing Zhu, "Lossy Image Compression with Hierarchical VAEs," IEEE WACV, Jan. 2023. [Best Paper - Algorithms]

2022

2021

2020

2019

      2018 and Before

  • Mingkai Huang, Qiu Shen, Zhan Ma, Alan C. Bovik, Praful Gupta, Rongbing Zhou, and Xun Cao, "Modeling the Perceptual Quality of Immersive Images Rendered on Head Mounted Displays: Resolution and Compression," IEEE Trans. Image Processing, vol. 27, no. 12, pp. 6039-6050, August 2018. [dataset][scripts].

  • Qiu Shen, Juanjuan Cai, Linfeng Liu, Haojie Liu, Tong Chen, Long Ye, and Zhan Ma, "CodedVision: Towards Joint Image Understanding and Compression via End-to-End Learning," Pacific-Rim Conference on Multimedia, Hefei, China, Sept 21-22, 2018. [Best Paper Finalist]

  • Ming Lu, Ming Cheng, Qiu Shen, Yiling Xu, and Zhan Ma, "Collaborative Video Processing for Networked Video Applications," ACM SIGCOMM Student Research Competition, Budapest, August 2018. [Slides][Poster][Finalist]

  • Zexun Jiang, Ruifeng Kuang, Jiaying Gong, Hao Yin, Yongqiang Lyu, Xu Zhang. "What Makes a Great Mobile App? A Quantitative Study Using a New Mobile Crawler," SOSE 2018: 222-227.

  • Haojun Huang, Hao Yin, Geyong Min, Junbao Zhang, Yulei Wu, Xu Zhang. "Energy-Aware Dual-Path Geographic Routing to Bypass Routing Holes in Wireless Sensor Networks," IEEE Trans. Mob. Comput. 17(6): 1339-1352 (2018)

  • Haojie Liu, Tong Chen, Qiu Shen, Tao Yue, and Zhan Ma, "Deep Image Compression via End-to-End Learning," IEEE CVPR Workshop and Challenge on Learnt Image Compression, June 2018. 

  • David J. Brady, Wubin Pang, Han Li, Zhan Ma, Tao Yue, and Xun Cao, "Parallel Cameras," Optica, vol. 5, no. 2, pp. 127-137, Feb. 2018.

  • Yiling Xu, Qiu Shen, Xin Li, and Zhan Ma, "A cost-efficient cloud gaming system at scale," IEEE Network Magazine, Jan/Feb, 2018. [System In Wild]

  • Qilin Fan, Hao Yin, Libo Jiao, Yongqiang Lyu, Haojun Huang, and Xu Zhang. "Towards Optimal Request Mapping and Response Routing for Content Delivery Networks," IEEE Transactions on Service Computing. 

  • Linsen Chen, Tao Yue, Xun Cao, Zhan Ma, Jinli Suo, and David Brady, "High-resolution spectral video acquisition," Frontiers of Information Technology & Electronic Engineering, 2017.

  • Peiyao Guo, Qiu Shen, Mingkai Huang, Rongbing Zhou, Xun Cao, and Zhan Ma, "Modeling Peripheral Vision Impact on Perceptual Quality of Immersive Images," IEEE VCIP, St. Petersburg, FL, Dec. 2017

  • Tong Chen, Haojie Liu, Qiu Shen, Tao Yue, Xun Cao, and Zhan Ma, "DeepCoder: A Deep Neural Network Based Video Compression," IEEE VCIP, St. Petersburg, FL, Dec. 2017

  • Fanyi Duanmu, Meng Xu, Yao Wang, Zhan Ma, "HEVC-Compliant Screen Content Transcoding Based on Mode Mapping and Fast Termination," IEEE VCIP, St. Petersburg, FL, Dec. 2017. 

  • , , , , , , and Mobile Multispectral Video Streaming," ACM Multimedia (Thematic Workshops), pp. 126-134, 2017. 

  • Zhan Ma, Tao Yue, Xun Cao, Yiling Xu, Xin Li, and Yongjin Wang, "Interactive Screen Video Streaming Based Pervasive Mobile Workstyle," IEEE Trans. Multimedia, vol. 9, no. 10, pp. 2322-2332, Oct. 2017.

  • Yang Zhao, Tao Yue, Linsen Chen, Hongyuan Wang, Zhan Ma, David J Brady, and Xun Cao, "Heterogeneous camera array for multispectral light field imaging," Optics Express, vol. 25, no. 13, pp. 14008-14022, June 2017

  • Hao Yin, Xu Zhang, Hongqiang Harry Liu, Yan Luo, Chen Tian, Shuoyao Zhao, and Feng Li. "Edge Provisioning with Flexible Server Placement." IEEE Transactions on Parallel and Distributed System, 28(4): 1031-1045, 2017

  • Zhan Ma, Tao Yue, Xun Cao, Yiling Xu, Xin Li, and Yongjin Wang, "A Practical System towards the Secure, Robust and Pervasive Mobile Workstyle," IEEE VTC, Sydney, Australia, 4–7 June 2017. (Invited Paper)

  • Jie Wu, Tao Yue, Qiu Shen, Xun Cao, Zhan Ma, "Multiple-image super-resolution using both reconstruction optimization and deep neural network,"  IEEE GlobalSIP,  Nov. 2017

  • Haojun Huang, Junbao Zhang, Xu Zhang*, Benshun Yi, Qilin Fan, FengLi. "EMGR: Energy-efficient Multicast Geographic Routing in Wireless Sensor Networks." Computer Networks, Volume 129, Part 1, Pages 51-63, 2017.

  • Haojun Huang, Hao Yin, Geyong Min, Xu Zhang*, Weixing Zhu, Yulei Wu. "Coordinate-Assisted Routing Approach to Bypass Routing Holes in Wireless Sensor Networks." IEEE Communications Magazine, 55(7): 180-185, 2017. 

  • Hao Yin, Xu Zhang*, Shuoyao Zhao, Yan Luo, Chen Tian, Vyas Sekar. "Tradeoffs Between Cost and Performance for CDN Provisioning Based on Coordinate Transformation." IEEE Transactions on Multimedia, 19(11): 2583-2596, 2017. 

  • Hao Yin, Wei Wang, Xu Zhang, Yongqiang Lyu, Geyong Min, and Dongchao Guo. "UMCR: User Interaction-Driven Mobile Content Retrieval." ACM Transactions on Intelligent Systems and Technology, 9(1):1-19, 2017. 

  • Yao Liu, Mengbai Xiao, Ming Zhang, Xin Li, Mian Dong, Zhan Ma, Zhenhua Li, and Songqing Chen, "Content-Adaptive Display Power Saving for Internet Video Applications on Mobile Devices," ACM TOMM, vol. 12, no. 5s, Dec. 2016. [link]

  • Haojun Huang, Hao Yin, Yan Luo, Xu Zhang, Geyong Min, and Qilin Fan. "Three-dimensional geographic routing in wireless mobile ad hoc and sensor networks." IEEE Network, 30(2): 82-90, 2016.

  • Qilin Fan, Hao Yin, Zexun Jiang, Haojun Huang, Yan Luo, and Xu Zhang. "Adaptive Content Management for UGC Video Delivery in Mobile Internet Era," Mobile Information Systems, 3624860:1-3624860:9, 2016.

  • Haojun Huang, Jiangguo Zhou, Wei Li, Junbao Zhang, Xu Zhang, and Guolin Hou. "Wearable Indoor Localization Approach in the Internet of Things," IET Networks, 5(5): 122-126, 2016.

  • Fanyi Duanmu, Zhan Ma, Yao Wang, "Fast mode and partition decision using machine learning for intra-frame coding in HEVC screen content coding extension," IEEE Journal Emerging and Selected Topics in Circuits and Systems, vol. 6, no. 4., pp. 517 - 531, Dec. 2016. 

  • Yao Liu, Mengbai Xiao, Ming Zhang, Xin Li, Mian Dong, Zhan Ma, Zhenhua Li, and Songqing Chen. "GoCAD: GPU-assisted Online Content Adaptive Display Power Saving for Mobile Devices in Internet Streaming," The 25th International World Wide Web Conference (WWW), Apr. 11-15, 2016, Montreal, Canada.

  • Hao Zhang, Qiao Zhou, Ningning Shi, Feng Yang, Xin Feng, and Zhan Ma, "Fast Intra Mode Decision and Block Matching For HEVC Screen Content Compression," IEEE ICASSP, Shanghai, China, March 2016.

  • Rongbing Zhou, Mingkai Huang, Shuyi Tan, Lijun Zhang, Du Chen, Jie Wu, Tao Yue, Xun Cao, and Zhan Ma, "Modeling the impact of spatial resolutions on perceptual quality of immersive image/video," IEEE IC3D, Liege, Belgium, 13-14 Dec. 2016.

  • Chengzhi Wang, Bo Li, Jie Wang, Hao Zhang, Hao Chen, Yiling Xu, Zhan Ma, "Single-input-multiple-ouput transcoding for video streaming," IEEE MMSP, Montreal, QC, Canada, 21-23 Sept. 2016. [Link]

  • Meng Xu, Zhan Ma, Yao Wang, "One-pass Mode and Motion Decision for Multilayer Quality Scalable Video Coding," IEEE Trans. Image Processing, vol. 24, no. 11., pp. 4250-4262, Nov. 2015.

  • Felix Fernandes, Xavier Ducloux, Zhan Ma, Esmaeil Faramarzi, Patrick Gendron and Jiangtao Wen, "The Green Metadata Standard for Energy-Efficient Video Consumption," IEEE Multimedia, 2015

  • J. Hou, S. Wan, Zhan Ma, and L.-P. Chau, "A Linear Dependent Rate-Quantization Model for Scalable Video Enhancement Layer Encoding," IEEE ISCAS, Lisbon, Portugal, May 2015.

  • Yiling Xu, Wei Huang, Wei Wang, Fanyi Duanmu, Zhan Ma, "2-D Index Map Coding for HEVC Screen Content Compression," IEEE DCC, Snowbird, UT, April 2015.

  • Y. Liu, M. Xiao, M. Zhang, X. Li, M. Dong, Z. Ma, Z. Li, S. Chen, "Content-Adaptive Display Power Saving in Internet Mobile Streaming," ACM NOSSDAV, Portland, OR, March 2015.

  • Maged Elkashlan, Zhan Ma, Yao Wang, Mohsen Guizani, Lei Shu, George K. Karagiannidis, Trung Q. Duong, "Green media: the future of wireless multimedia networks," IEEE Wireless Commun. vol. 21, no. 4, pp. 10-12, 2014.

  • Zhan Ma, Wei Wang, Meng Xu, and Haoping Yu, "Advanced screen content coding using color table and index map," IEEE Trans. Image Processing, vol. 23, no. 10, pp. 4399 - 4412, Oct. 2014.

  • Hao Zhang and Zhan Ma, "Fast intra mode decision for high-efficiency video coding (HEVC)," IEEE Trans. Circuits and Systems for Video Technology, vol. 24, no. 4, pp. 660 - 668, April 2014.

  • Xia Hua, Jinjie Xu, Xiaoli Ji, Feng Yan, Zhan Ma, Xun Cao, "Adaptive 3D content generation via depth video based rendering," IEEE IC3D, 2014.

  • Meng Xu, Zhan Ma, Wei Wang, Xian Wang, Haoping Yu, "Low-complexity dictionary based lossless screen content coding," IEEE ICIP, Paris, France, Oct. 2014.

  • Zhan Ma, Xin Feng, and Meng Xu, "Advanced screen content coding using color table and index map," IEEE ICME Workshops, Chengdu, China, July 2014.

  • Junhui Hou, Shuai Wan, Zhan Ma, and Lap-Pui Chau, "Consistent Video Quality Control in Scalable Video Coding Using Dependent Distortion Quantization Model," IEEE Trans. Broadcasting, vol.59, no. 4, pp. 717-724, December 2013. 

  • Hao Yin, Xu Zhang, Tongyu Zhan, Ying Zhang, Geyong Min, and Dapeng Oliver Wu. "NetClust: a Framework for Scalable and Pareto-Optimal Media Server Placement," IEEE Transaction on Multimedia, 15(8), 2114-2124, Dec. 2013.

  • Zhan Ma, Felix Fernandes, and Yao Wang, “Analytical Rate Model for Compressed Video Considering Impacts Of Spatial, Temporal and Amplitude Resolutions,IEEE ICME Workshops, San Jose, CA, July 2013

  • Qirong Ma, Zhan Ma, Polin Lai, and Felix. C. A. Fernandes, "Deringing filter for scalable video coding," IEEE ICME Short Paper, 2013.

  • Hao Zhang, and Zhan Ma, "Early termination schemes for fast intra prediction in high-efficiency video coding," IEEE ISCAS, Beijing, China, May 2013.

  • Xiang Chen, Yiran Chen, Zhan Ma, and Felix C. A. Fernandes, “How is energy consumed in smartphone display applications,” ACM Hotmobile, Feb. 2013.

  • Zhan Ma, Meng Xu, Yen-Fu Ou, and Yao Wang, “Modeling Rate and Perceptual Quality of Video as Functions of Quantization and Frame Rate and Its Applications,” IEEE Trans. Circuits and Systems for Video Technology, vol. 22, no. 5, pp. 671-682, May 2012.

  • Hao Zhang, and Zhan Ma, "Fast intra prediction for High-efficiency video coding,"  Pacific-Rim Conf. on Multimedia, December  2012.

  • Junhui Hou, Shuai Wan, Zhan Ma, Fuzheng Yang, and Lap-Pui Chau, "A new rate-quantization model for H.264/AVC low-delay rate control,"  Pacific-Rim Conf. on Multimedia, December 2012. 

  • Xin Li, Zhan Ma, and Felix. C. A. Fernandes, 'Modeling Power Consumption for Video Decoding on Mobile Platform and Its Application to Power-Rate Constrained Streaming,' IEEE VCIP, San Diego, CA, Nov. 2012.

  • Xin Li, Mian Dong, Zhan Maand Felix C. A. Fernandes, "GreenTube: Power Optimization for Mobile Video Streaming via Dynamic Cache Management," ACM Multimedia, Nara, Japan, Oct. 2012.

  • Hao Hu, Zhan Ma, and Yao Wang, "Optimization of spatial, temporal and amplitude resolution for rate-constrained video coding and scalable video adaptation,"  IEEE ICIP, Orlando, FL, Sept. 2012.

  • Xin Li, Zhan Ma, and Felix C. A. Fernandes, “Unified complexity model for H.264/AVC video coding on a mobile platform,IEEE ICIP, Orlando, FL, Sept. 2012

  • Zhan Ma, Felix C. A. Fernandes, and Yao Wang, “Power-Rate-Quality Optimized Scalable Video Adaptation,IEEE CISS, Princeton NJ, March. 2012.

  • K. S. Vadivel, F. Fernandes, Zhan Ma, P.-L. Lai, and A. Saxena, “Perceptual similarity based robust low-complexity video fingerprinting,IEEE ICASSP, Kyoto, Japan, March. 2012

  • Zhan Ma, Hao Hu, and Yao Wang, “On Complexity Modeling of H.264/AVC Video Decoding and Its Application for Energy Efficient Decoding,” IEEE Trans. Multimedia, vol. 13, no. 6, pp. 1240-1255, December 2011. [This work has been standardized as one part of ISO/IEC 23001-11]

  • Yen-Fu Ou, Zhan Ma, and Yao Wang, “Perceptual Quality Assessment of Video Considering both Frame Rate and Quantization Artifacts,” IEEE Trans. Circuits and Systems for Video Technology, vol. 21, no. 3, pp. 286-298, March 2011.

  • Zhan Ma, and Andrew Segall, “Low resolution decoding for high-efficiency video coding,IASTED Signal and Image Processing Conference, Dallas, TX, December. 2011

  • Zhan Ma and Andrew Segall, “Frame Buffer Compression for Low-power Video Coding,IEEE ICIP, Brussels, Belgium, Sept. 2011.

  • Zhan Ma, Meng Xu, Kyeong Yang, and Yao Wang, “Modeling Rate and Perceptual Quality of Video and Its Application to Frame Rate Adaptive Rate Control,IEEE ICIP, Brussels, Belgium, Sept. 2011.

  • Yen-Fu Ou, Yuanyi Xue, Zhan Ma, and Yao Wang, "A perceptual video quality model for mobile platform considering the impact of spatial, temporal, and amplitude resolutions," IEEE IVMSP, June 2011.

  • Yuanyi Xue, Yen-Fu Ou, Zhan Ma and Yao Wang, ''Perceptual Video Quality Assessment On A Mobile Platform Considering Both Spatial Resolution And Quantization Artifacts,'' PacketVideo, Hong Kong, December 2010.

  • Zhan Ma, Jiancong Luo, Peng Yin, Cristina Gomila and Yao Wang, “Smoothed Reference Inter-layer Texture Prediction for Bit Depth Scalable Video Coding,SPIE VCIP, San Jose, Jan. 2010.

  • Yen-Fu Ou, Zhan Ma, and Yao Wang, "Modeling the Impact of Frame Rate and Quantization Stepsizes and Their Temporal Variations on Perceptual Video Quality: A Review of Recent Works," IEEE CISS, Princeton, NJ, March 2009.

  • Yao Wang, Zhan Ma, and Yen-Fu Ou, “Modeling Rate and Perceptual Quality of Scalable Video as Functions of Quantization and Frame Rate and Its Application in Scalable Video Adaptation,”  PacketVideo, Seattle, WA, May 2009, (Invited paper).

  • Yen-Fu Ou, Zhan Ma and Yao Wang, “A Novel Quality Metric for Compressed Video Considering both Frame Rate and Quantization Artifacts,” VPQM, Arizona, 2009.

  • Zhan Ma, Zhongbo Zhang, and Yao Wang, “Complexity Modeling of H.264 Entropy Decoding,IEEE ICIP, San Diego, CA, Oct. 2008.

  • Zhan Ma and Yao Wang, “Complexity Modeling of SVC Decoding,” IEEE ICASSP, Las Vegas, NV, April 2008.

  • Yen-Fu Ou, Tao Liu, Zhi Zhao, Zhan Ma, and Yao Wang, “Modeling the Impact of Frame Rate on Perceptual Quality of Video,” IEEE ICIP, San Diego, CA, Oct. 2008.

  • Xu Han, Wenyu Liu, Xin Jin, and Zhan Ma, "Adaptive quantization for interlaced video coding," IEEE WiCom, Wuhan, China 2006.

  • Juan Liu, Bin Feng, Zhan Ma, and Wenyu Liu, "Adaptive Motion Vector Prediction Based on Spatiotemporal Correlation," IEEE WiCom, Wuhan, China, 2006.

  • Zhan Ma, Xin Jin, Wenyu Liu, and Guangxi Zhu, "Complexity analysis of AVS-M Jiben profile decoder," IEEE ISPACS, Hong Kong, December 2005.

  • Zhan Ma, Xin Jin, Wenyu Liu, Li Yu, and Guangxi Zhu, "Overview of AVS-M video coding standard," Journal of Video Engineering, vol.7, pp.16-20, 2005