영스퀘어

오늘 살펴 볼 논문은 'RR-DnCNN v2.0: Enhanced Restoration-Reconstruction Deep Neural Network for Down-Sampling-Based Video Coding' 라는 제목으로 2021년 IEEE Transactions on Image Processing에 실린 논문 [1] 이다. 해당 논문은 동일 저자들이 2020년 Springer MultiMedia Modeling 에 출판한 'Down-sampling based video coding with degradation-aware restoration-reconstruction deep neural network' 라는 제목의 논문 [2] 을 개선한 version 2 연구라고 볼 수 있다. Intro..

[References] Li, Tianyi, Mai Xu, and Xin Deng. "A deep convolutional neural network approach for complexity reduction on intra-mode HEVC." 2017 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2017.

[References] Li, Tianyi, Mai Xu, and Xin Deng. "A deep convolutional neural network approach for complexity reduction on intra-mode HEVC." 2017 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2017.

[References] Shuai Huo, Dong Liu, Feng Wu, Houqiang Li, “Convolutional Neural Network-Based Motion Compensation Refinement for Video Coding,” in IEEE International Symposium on Circuits and Systems (ISCAS), 2018, pp. 1–4. Zhenghui Zhao, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma, Jiansheng Yang, “CNN-Based Bi-Directional Motion Compensation for High Efficiency Video Coding,” in IEEE Inter..

[References] J. Chen, Y. Ye, and S.-H. Kim, “Algorithm description for Versatile Video Coding and Test Model 2 (VTM 2) ,”JVET-K1002-v2, Jul. 2018. VVCSoftware_VTM, https://vcgit.hhi.fraunhofer.de/jvet/VVCSoftware_VTM/-/tree/VTM-2.0

[References] Choi, Giyong, et al. "A new motion estimation method for motion-compensated frame interpolation using a convolutional neural network." 2017 IEEE International Conference on Image Processing (ICIP). IEEE, 2017.

[References] Zhang, Jinlei, Bin Li, and Houqiang Li. "An efficient fast mode decision method for inter prediction in HEVC." IEEE Transactions on Circuits and Systems for Video Technology 26.8 (2015): 1502-1515.

[References] JEM reference software, https://jvet.hhi.fraunhofer.de/svn/svn_HMJEMSoftware/ J. Chen, E. Alshina, G. J. Sullivan, J.-R. Ohm, and J. Boyce, “Algorithm Description of Joint Exploration Test Model 7 (JEM 7),”JVET-G1001-v1, Jul. 2017.

[References] Sarah Parker, Yue Chen, David Barker, Peter de Rivaz, Debargha Mukherjee, “Global and Locally Adaptive Warped Motion Compensation in Video Compression,” IEEE International Conference on Image Processing (ICIP), pp.275–279, 2017. L. Capodiferro, S. Puledda and G. Jacovitti, “Motion Compensation in Block DCT Coding based on Perspective Warping,” IEEE European Signal Processing Confere..

[References] Sixin Lin, Huanbang Chen, Hong Zhang, Sychev Maxim, Haitao Yang, Jiantong Zhou, “Affine transform prediction for next generation video coding,” MPEG doc. m37525 and ITU-T SG16 Doc. COM16–C1016, Oct. 2015. J. Chen, E. Alshina, G. J. Sullivan, J.-R. Ohm, and J. Boyce, “Algorithm Description of Joint Exploration Test Model 7 (JEM 7),”JVET-G1001-v1, Jul. 2017. Huanbang Chen, Sixin Lin, ..