Publications

Journal Papers

W. Duan, Z. Chang, C. Jia^#, S. Wang, S. Ma, L. Song and W. Gao. Learned Image Compression Using Cross-Component Attention Mechanism, accepted by IEEE Transactions on Image Processing (TIP). [DOI] [# corresponding author]
C. Jia^#, F. Ye, F. Dong, K. Lin, L. Chiariglione, S. Ma, H. Sun and W. Gao. MPAI-EEV: Standardization Efforts of Artificial Intelligence based End-to-End Video Coding, accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI] [# corresponding author]
J. Gao, J. Li, C. Jia^#, S. Wang, S. Ma and W. Gao. Cross Modal Compression with Variable Rate Prompt, accepted by IEEE Transactions on Multimedia(TMM), 2023. [DOI] [# corresponding author]
J. Chang, J. Zhang, J. Li, S. Wang, Q. Mao, C. Jia, S. Ma and W. Gao. Semantic-Aware Visual Decomposition for Image Coding, International Journal of Computer Vision (IJCV), 131(9): 2333 - 2355, 2023. [DOI]
H Guo, S Kwong, C. Jia, and S. Wang. Enhanced Motion Compensation for Deep Video Compression, IEEE Signal Processing Letters (SPL), 30: 673 - 677, 2023. [DOI]
K. Lin, C. Jia^#, X. Zhang, S. Wang, S. Ma and W. Gao. DMVC: Decomposed Motion Modeling for Learned Video Compression, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 33(7): 3502-3515, 2023. [DOI] [# corresponding author]
X. Meng, C. Jia^#, X. Zhang, S. Wang and S. Ma^#. Deformable Wiener Filter for Future Video Coding, IEEE Transactions on Image Processing (TIP), 31: 7222 - 7236, 2022. [DOI] [# corresponding author]
Z. Huang, C. Jia^#, S. Wang and S. Ma. HMFVC: A Human-Machine Friendly Video Compression Scheme, accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022. [DOI] [# corresponding author]
W. Duan, Z. Liu, C. Jia, S. Wang, S. Ma and W. Gao. Differential Weight Quantization For Multi-Model Compression, accepted by IEEE Transactions on Multimedia (TMM), 2022. [DOI]
J. Zhang, Y. Jian, S. Wang, C. Jia^#, S. Wang, S. Ma and W. Gao. Textural and Directional Information Based Offset In-Loop Filtering in AVS3, accepted by IEEE Transactions on Multimedia (TMM), 2022. [DOI] [# corresponding author]
J. Zhang, M. Wang, C. Jia, S. Wang, S. Ma and W. Gao. Scalable Intra Coding Optimization for Video Coding, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(10): 7092 - 7106, 2022. [DOI]
S. Wang, C. Jia^#, X. Zhang, S. Wang, S. Ma and W. Gao. A Pixel-level Segmentation-Synthesis Framework for Dynamic Texture Video Compression, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(10): 7077 - 7091, 2022. [DOI] [# corresponding author]
S. Ma, L. Zhang, S. Wang, C. Jia, S. Wang, T. Huang, F. Wu and W. Gao. Evolution of AVS Video Coding Standards: Twenty Years of Innovation and Development, SCIENCE CHINA Information Sciences (Sci. China Inf. Sci.), 65(9): 1 - 24, 2022. [DOI]
C. Jia^*, X. Hang^*, S. Wang, Y. Wu, S. Ma and W. Gao. FPX-NIC: An FPGA-Accelerated 4K Ultra-high-definition Neural Video Coding System, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(9): 385 - 6399, 2022. [DOI] [* equal contribution]
J. Chang, Z. Zhao, C. Jia, S. Wang, L. Yang, Q. Mao, J. Zhang and S. Ma. Conceptual Compression via Deep Structure and Texture Synthesis, IEEE Transactions on Image Processing (TIP), 39: 2809 - 2823, 2022. [DOI] [arXiv:2011.04976]
K. Lin, C. Jia^#, X. Zhang, S. Wang, S. Ma and W. Gao. NR-CNN: Nested-Residual Guided CNN In-loop Filtering for Video Coding, ACM Transactions on Multimedia Computing Communications and Applications, 18(4): 1 - 22, 2022. [DOI] [# corresponding author]
X. Meng, C. Jia^#, X. Zhang, S. Wang and S. Ma. Spatio-temporal Correlation Guided Geometric Partitioning for Versatile Video Coding, IEEE Transactions on Image Processing (TIP), 31: 30 - 42, 2022. [DOI] [# corresponding author]
C. Jia, F. Luo, X. Zhang, S. Wang, S. Wang and S. Ma. Fast Non-local Adaptive In-Loop Filter Optimization on GPU. IEEE Transactions on Multimedia (TMM), 23: 39 - 51, 2021. [DOI]
J. Li, X. Zhang, C. Jia, J. Xu, L. Zhang, Y. Wang, S. Ma and W. Gao, Direct Speech-to-image Translation. IEEE Journal of Selected Topics in Signal Processing (JSTSP), 14(3): 517 - 529, 2020. [DOI]
S. Ma, X. Zhang, C. Jia, Z. Zhao, S. Wang and S. Wang. Image and Video Compression with Neural Networks: A Review. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 30(6): 1683 - 1698, 2020. [DOI]
C. Jia, S. Wang, X. Zhang, S. Wang, J. Liu, S. Pu and S. Ma. Content-Aware Convolutional Neural Network for In-loop Filtering in High Efficiency Video Coding, IEEE Transactions on Image Processing (TIP), 28(7): 3343 - 3356, 2019. [DOI] [project]
S. Ma, S. Wang, X. Zhang, X. Zhang, C. Jia and S. Wang. Joint Feature and Texture Coding: Towards Smart Video Representation via Front-end Intelligence, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 29(10): 3095 - 3105, 2019. [DOI]
C. Jia, X. Zhang, S. Wang, S. Wang and S. Ma. Light Field Image Compression Using Generative Adversarial Network Based View Synthesis, IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 9(1): 177 - 189, 2019. [DOI]
S. Ma, X. Zhang, J. Zhang, C.Jia, S. Wang and W. Gao. Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding? IEEE MultiMedia 23(2): 16-26, 2016. [DOI] [Best Paper Award]

Conference Papers

X. Hang, C. Jia^#, S. Ma and W. Gao. A Near Lossless Learned Image Coding Network Quantization Approach for Cross-Platform Inference, proceedings of IEEE Visual Communication and Image Processing (VCIP), Jeju, Republic of Korea, 2023. [DOI] [# corresponding author]
R. Wang, Q. Mao, C. Jia, R. Wang, S. Ma. Extreme Generative Human-Oriented Video Coding via Motion Representation Compression, proceedings of IEEE International Symposium on Circuits and Systems, Monterey, US, May, 2023. [DOI]
Y. Zhao, S. Wang, K. Lin, M. Lei, C. Jia, S. Wang and S. Ma. Towards Next Generation Video Coding: from Neural Network Based Predictive Coding to In-Loop Filtering, proceedings of IEEE International Symposium on Circuits and Systems, Monterey, US, May, 2023. [DOI] [Top Performwance Award of the Grand Challenge]
C. Jia, F. Ye, H. Sun, S. Ma and W. Gao. Learning to Compress Unmanned Aerial Vehicle (UAV) Captured Video: Benchmark and Analysis, proceedings of Data Compression Conference (DCC), Snowbird, USA, Mar., 2023. [DOI]
J. Gao, C. Jia^#, S. Wang, S. Ma and W. Gao. Rate-Distortion Optimization for Cross Modal Compression. proceedings of Data Compression Conference (DCC), Snowbird, USA, Mar., 2023. [DOI] [# corresponding author]
C. Jia^*, X. Hang^*, W. Liu, S. Wang and S. Ma. FPX-NVC: An FPGA-Accelerated P-frame Based Neural Video Coding System, proceedings of IEEE Visual Communication and Image Processing (VCIP), Suzhou, China, 2022. [DOI] [* equal contribution]
W Duan, K Lin, C. Jia, X. Zhang, S. Ma and W. Gao. End-to-End Image Compression via Attention-Guided Information-Preserving Module, proceedings of IEEE International Conference on MultiMedia and Expo (ICME), Taipei, China, July, 2022. [DOI]
R Wang, Q Mao, S Wang, C. Jia, R. Wang and S. Ma. Disentangled Visual Representations for Extreme Human Body Video Compression, proceedings of IEEE International Conference on MultiMedia and Expo (ICME), Taipei, China, July, 2022. [DOI]
C. Jia^*, Z. Ge^*, S. Wang, S. Ma and W. Gao. Rate Distortion Characteristic Modeling for Neural Image Compression. proceedings of Data Compression Conference (DCC), Snowbird, USA, Mar., 2022. [DOI] [arXiv:2106.12954] [code] [* equal contribution]
K. Lin, J. Zhang, J. Li, C. Jia^# and W. Gao. High-Order Intra Prediction for Future Video Coding. proceedings of Data Compression Conference (DCC), Snowbird, USA, Mar., 2022. [DOI] [# corresponding author]
J. Zhang, M. Wang, C. Jia, Q. Wang, S. Wang, S. Ma and W. Gao. Fast Partition Mode Decision via a Plug-in Fully Connected Network for Video Coding. proceedings of Data Compression Conference (DCC), Snowbird, USA, Mar., 2022. [DOI]
Z. Huang, C. Jia, S. Wang and S. Ma. Visual Analysis Motivated Rate-Distortion Model for Image Coding, proceedings of IEEE International Conference on MultiMedia and Expo (ICME), online, July, 2021. [DOI]
J. Chang, Z. Zhao, L. Yang, C. Jia, J. Zhang and S. Ma. Thousand to One: Semantic Prior Modeling for Conceptual Coding, proceedings of IEEE International Conference on MultiMedia and Expo (ICME), online, July, 2021. [DOI]
Z. Huang^*, K. Lin^*, C. Jia^*, S. Wang and S. Ma. Beyond VVC: Towards Perceptual Quality Optimized Video Compression Using Multi-Scale Hybrid Approaches. proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), Online, 2021. [DOI] [* equal contribution]
Z. Zhao^*, C. Jia^*, S. Wang, S. Ma and J. Yang. Learned Image Compression Using Adaptive Block-Wise Encoding and Reconstruction Network. proceedings of IEEE International Symposium on Circuits and Systems, Daegu, Korea, 2021. [DOI] [* equal contribution]
X. Meng, J. Zhang, C. Jia, X. Zhang, S. Wang and S. Ma. Optimized Adaptive Loop Filter in Versatile Video Coding. proceedings of IEEE Data Compression Conference (DCC), Snowbird, USA, 2021. [DOI]
Y. Jian, J, Zhang, C. Jia, S. Wang, S. Wang and S. Ma. Quad-tree Based Sample Refinement Filter for Video Coding. proceedings of IEEE Data Compression Conference (DCC), Snowbird, USA, 2021. [DOI]
H. Ren, C. Jia, F. Luo, J. Li, S. Wang, S. Ma and W. Gao, SVT-AVS3: Scalable Video Technology of AVS3, proceedings of IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), Shenzhen, China July, 2020. [DOI]
J. Zhang, X. Meng C. Jia, Y. Su, S. Xu, S. Wang, S. Ma and W. Gao, Inheritability-inspired Intra Coding Optimization for AVS3, proceedings of IEEE International Conference on Multimedia and Expo Workshop (ICMEW), London, U. K., July, 2020.[DOI]
X. Meng, X. Zhang, C. Jia, X. Li, S. Wang and S. Ma, Edge-directed Geometric Partitioning for Versatile Video Coding, proceedings of IEEE International Conference on MultiMedia and Expo (ICME), London, U. K., July, 2020.[DOI]
J. Li, X. Zhang, C. Jia, J. Xu, L. Zhang, Y. Wang, S. Ma and W. Gao, Universal Adversarial Perturbations Generative Network for Speaker Recognition, proceedings of IEEE International Conference on MultiMedia and Expo (ICME), London, U. K., July, 2020.[DOI]
K. Lin, C. Jia, Z. Zhao, L. Wang, S. Wang, S. Ma and W. Gao, Residual in Residual Based Convolutional Neural Network In-loop Filter for AVS3, proceedings of IEEE Picture Coding Symposium (PCS), Ningbo, China, Nov, 2019. [DOI]
J. Zhang, C. Jia, M. Lei, S. Wang, S. Ma and W. Gao, Recent Development of AVS Video Coding Standard: AVS3, proceedings of IEEE Picture Coding Symposium (PCS), Ningbo, China, Nov, 2019. [DOI]
C. Jia, Z. Liu, Y. Wang, S. Ma and W. Gao, Layered Image Compression using Scalable Auto-encoder, proceedings of IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), San Jose, CA, USA, Mar, 2019. [DOI] [project] [code] [Best Student Paper Award]
Y. Li, C. Jia, S. Wang, X. Zhang, S. Wang, S. Ma and W. Gao, Joint rate-distortion optimization for simultaneous texture and deep feature compression of facial images, proceedings of IEEE International Conference on Multimedia Big Data (BigMM), Xi'an, China, Sep, 2018. [DOI]
Z. Zhao, S. Wang, C. Jia, X. Zhang, S. Ma and J. Yang, Light Field Image Compression Based on Deep Learning, proceedings of IEEE International Conference on Multimedia & Expo (ICME), San Diego, California, USA, July, 2018. [DOI]
Y. Wang, X. Fan, C. Jia, D. Zhao and W. Gao, Neural Network Based Inter Prediction for HEVC, proceedings of IEEE International Conference on Multimedia & Expo (ICME), San Diego, California, USA, July, 2018. [DOI]
X. Meng, C. Jia, S. Wang, X. Zheng and S. Ma, Optimized Non-local In-Loop Filter for Video Coding, procedings of IEEE Picture Coding Symposium (PCS), San Francisco, California, USA, June, 2018. [DOI]
C. Jia, S. Wang, X. Zhang, S. Wang and S. Ma. Spatial-Temporal Residue Network Based In-Loop Filter for Video Coding. proceedings of IEEE Visual Communication and Image Processing (VCIP), St Petersburg, FL, U.S., 2017. [DOI]
C. Jia, Y. Yang, X. Zhang, S. Wang, S. Wang and S. Ma. Light Field Image Compression with Sub-apertures Reordering and Adaptive Reconstruction. proceedings of the Pacific-Rim Conference on Multimedia (PCM), Harbin, China, 2017. [DOI] [Best Paper Award]
C. Jia, Y. Yang, X. Zhang, X. Zhang, S. Wang, S. Wang and S. Ma. Optimized Inter-View Prediction Based Light Field Image Compression With Adaptive Reconstruction. proceedings of IEEE International Conference on Image Processing (ICIP), Beijing, China, 2017. [DOI] [Slides]
C. Jia, X. Zhang, S. Wang, J. Zhang and S. Ma. Deep Convolutional Network based Image Quality Enhancement for Low Bit Rate Image Compression. proceedings of IEEE Visual Communication and Image Processing (VCIP), Chengdu, China, 2016. [DOI]
J. Zhang, C. Jia, N. Zhang, S. Ma and W. Gao. Structure-driven Adaptive Non-local Filter for High Efficiency Video Coding (HEVC). proceedings of IEEE Data Compression Conference (DCC), Snowbird, USA, 2016. [DOI]
J. Zhang, C. Jia, S. Ma and W. Gao. Non-Local Structure-Based Filter for Video Coding. 2015 IEEE International Symposium on Multimedia (ISM), Miami, USA, 2015. [DOI]

Standardization Contributions

K. Lin, C. Jia, S Wang, "Crosscheck of JVET-AA0113 (EE1-1.6-related: RDO Considering Deep In-Loop Filter with SADL)", JVET-AA0218, online, July, 2022. [link]
K. Lin, C. Jia, S Wang, "Crosscheck of JVET-AA0115 (EE1-1.6-related: ALF with Samples before Deep In-Loop Filter)", JVET-AA0219, online, July, 2022. [link]
K. Lin, C. Jia, S Wang, "Cross-check of JVET-AA0111 (EE1-1.6: Deep In-Loop Filter With Fixed Point Implementation)", JVET-AA0181, online, July, 2022. [link]
B. Ray, G. Van der Auwera, M. Karczewicz, J. Zhang, X Zheng, C. Jia, S Wang, S Ma, S. Keating, K. Sharman, "Non-CE3: Revised intra chroma mode coding simplification", JVET-O1153, Gothenburg, SE, July, 2019. [link]
X. Meng, C. Jia, Z.Wang, S. Wang, S. Ma, X. Zheng, "CE2: Non-local Structure-based Filter", JVET-K0160, Ljubljana, Slovenia, July, 2018. [link]
Z. Wang, X. Meng, C. Jia, J. Cui, S. H. Wang, S. Wang, S. Ma, W. Li, Z. Miao, X. Zheng, "Description of SDR video coding technology proposal by DJI and Peking University", JVET-J0011, San Diego, USA, April, 2018. [link]
X. Meng, C. Jia, Z.Wang, S. Wang, S. Ma, X. Zheng, "Non-local Structure-based Filter with integer operation", JVET-J0071, San Diego, USA, April, 2018. [link]