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2020 – today
- 2025
[j21]Yan Zhao, Chen Zhu, Jun Xu, Guo Lu, Li Song, Siwei Ma:
An Efficient and Flexible Complexity Control Method for Versatile Video Coding. IEEE Trans. Broadcast. 71(1): 96-110 (2025)- [j20]Chunyi Li
, Guo Lu, Donghui Feng, Haoning Wu, Zicheng Zhang, Xiaohong Liu, Guangtao Zhai, Weisi Lin, Wenjun Zhang:
MISC: Ultra-Low Bitrate Image Semantic Compression Driven by Large Multimodal Model. IEEE Trans. Image Process. 34: 335-349 (2025) - [j19]Chen Zhu, Guo Lu, Bing He, Rong Xie, Li Song:
Implicit-Explicit Integrated Representations for Multi-View Video Compression. IEEE Trans. Image Process. 34: 1106-1118 (2025) - [i35]Qiang Hu, Qihan He, Houqiang Zhong, Guo Lu, Xiaoyun Zhang, Guangtao Zhai, Yanfeng Wang:
VARFVV: View-Adaptive Real-Time Interactive Free-View Video Streaming with Edge Computing. CoRR abs/2501.13630 (2025) - [i34]Yunuo Chen, Qian Li, Bing He, Donghui Feng, Ronghua Wu, Qi Wang, Li Song, Guo Lu, Wenjun Zhang:
S2CFormer: Reorienting Learned Image Compression from Spatial Interaction to Channel Aggregation. CoRR abs/2502.00700 (2025) - [i33]Donghui Feng, Zhengxue Cheng, Shen Wang, Ronghua Wu, Hongwei Hu, Guo Lu, Li Song:
Linear Attention Modeling for Learned Image Compression. CoRR abs/2502.05741 (2025) - [i32]Junhao Du, Chuqin Zhou, Ning Cao, Gang Chen, Yunuo Chen, Zhengxue Cheng, Li Song, Guo Lu, Wenjun Zhang:
Large Language Model for Lossless Image Compression with Visual Prompts. CoRR abs/2502.16163 (2025) - 2024
- [j18]Xueyuan Chen, Zhihao Hu, Guo Lu, Jiaheng Liu:
A unified efficient deep image compression framework and its application on human-centric Task. Multim. Tools Appl. 83(29): 73407-73425 (2024) - [j17]Yuan Tian, Guo Lu, Yichao Yan, Guangtao Zhai, Li Chen, Zhiyong Gao:
A Coding Framework and Benchmark Towards Low-Bitrate Video Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5852-5872 (2024) - [j16]Hengsheng Zhang, Xueyi Zou, Guo Lu, Li Chen, Li Song, Wenjun Zhang:
EffiHDR: An Efficient Framework for HDRTV Reconstruction and Enhancement in UHD Systems. IEEE Trans. Broadcast. 70(2): 620-636 (2024) - [j15]Shen Wang, Donghui Feng, Guo Lu, Zhengxue Cheng, Li Song, Wenjun Zhang:
Long-Term and Short-Term Information Propagation and Fusion for Learned Video Compression. IEEE Trans. Broadcast. 70(4): 1254-1265 (2024) - [j14]Chen Zhu, Guo Lu, Huanbang Chen, Donghui Feng, Shen Wang, Yan Zhao, Rong Xie, Li Song:
A Character Position-Aware Compression Framework for Screen Text Image. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8821-8835 (2024) - [j13]Guo Lu, Xingtong Ge, Tianxiong Zhong, Qiang Hu, Jing Geng:
Preprocessing Enhanced Image Compression for Machine Vision. IEEE Trans. Circuits Syst. Video Technol. 34(12): 13556-13568 (2024) - [c33]Xingtong Ge, Jixiang Luo, Xinjie Zhang, Tongda Xu, Guo Lu, Dailan He, Jing Geng, Yan Wang, Jun Zhang, Hongwei Qin:
Task-Aware Encoder Control for Deep Video Compression. CVPR 2024: 26036-26045 - [c32]Yuan Tian, Guo Lu, Guangtao Zhai:
Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression. ECCV (49) 2024: 163-183 - [c31]Xinjie Zhang, Xingtong Ge, Tongda Xu, Dailan He, Yan Wang, Hongwei Qin, Guo Lu, Jing Geng, Jun Zhang:
GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting. ECCV (9) 2024: 327-345 - [c30]Yiying Wei, Hadi Amirpour, Ahmed Telili, Wassim Hamidouche, Guo Lu, Christian Timmerer:
Video Encoding Enhancement via Content-Aware Spatial and Temporal Super-Resolution. EUSIPCO 2024: 681-685 - [c29]Yiwei Zhang, Guo Lu, Yunuo Chen, Shen Wang, Yibo Shi, Jing Wang, Li Song:
Neural Rate Control for Learned Video Compression. ICLR 2024 - [c28]Zhiyu Zhang, Guo Lu, Huanxiong Liang, Anni Tang, Qiang Hu, Li Song:
Efficient Dynamic-NeRF Based Volumetric Video Coding with Rate Distortion Optimization. ICME 2024: 1-6 - [c27]Zhiyu Zhang, Guo Lu, Huanxiong Liang, Zhengxue Cheng, Anni Tang, Li Song:
Rate-aware Compression for NeRF-based Volumetric Video. ACM Multimedia 2024: 3974-3983 - [c26]Shen Wang, Zhengxue Cheng, Donghui Feng, Guo Lu, Li Song, Wenjun Zhang:
AsymLLIC: Asymmetric Lightweight Learned Image Compression. VCIP 2024: 1-5 - [c25]Xiaoxuan Yang, Guo Lu, Donghui Feng, Zhengxue Cheng, Guosheng Yu, Li Song:
Coarse-to-fine Transformer For Lossless 3D Medical Image Compression. VCIP 2024: 1-5 - [c24]Shibo Yin, Zhiyu Zhang, Peirong Ning, Qiubo Chen, Jing Chen, Quan Zhou, Guo Lu, Li Song:
Content-Adaptive Rate-Quality Curve Prediction Model in Media Processing System. VCIP 2024: 1-5 - [c23]Yan Zhao, Zhengxue Cheng, Guo Lu, Rong Xie, Li Song:
Efficient Bitrate Ladder Construction for Per-Shot Adaptive Encoding. VCIP 2024: 1-5 - [i31]Zhiyu Zhang, Guo Lu, Huanxiong Liang, Anni Tang, Qiang Hu, Li Song:
Efficient Dynamic-NeRF Based Volumetric Video Coding with Rate Distortion Optimization. CoRR abs/2402.01380 (2024) - [i30]Chunyi Li, Guo Lu, Donghui Feng, Haoning Wu, Zicheng Zhang, Xiaohong Liu, Guangtao Zhai, Weisi Lin, Wenjun Zhang:
MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model. CoRR abs/2402.16749 (2024) - [i29]Xinjie Zhang, Xingtong Ge, Tongda Xu, Dailan He, Yan Wang, Hongwei Qin, Guo Lu, Jing Geng, Jun Zhang:
GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting. CoRR abs/2403.08551 (2024) - [i28]Xingtong Ge, Jixiang Luo, Xinjie Zhang, Tongda Xu, Guo Lu, Dailan He, Jing Geng, Yan Wang, Jun Zhang, Hongwei Qin:
Task-Aware Encoder Control for Deep Video Compression. CoRR abs/2404.04848 (2024) - [i27]Yuan Tian, Guo Lu, Guangtao Zhai:
SMC++: Masked Learning of Unsupervised Video Semantic Compression. CoRR abs/2406.04765 (2024) - [i26]Chunyi Li, Xiele Wu, Haoning Wu, Donghui Feng, Zicheng Zhang, Guo Lu, Xiongkuo Min, Xiaohong Liu, Guangtao Zhai, Weisi Lin:
CMC-Bench: Towards a New Paradigm of Visual Signal Compression. CoRR abs/2406.09356 (2024) - [i25]Bowen Sun, Guo Lu, Shibao Zheng:
Multi-Style Facial Sketch Synthesis through Masked Generative Modeling. CoRR abs/2408.12400 (2024) - [i24]Bing He, Yunuo Chen, Guo Lu, Li Song, Wenjun Zhang:
S4D: Streaming 4D Real-World Reconstruction with Gaussians and 3D Control Points. CoRR abs/2408.13036 (2024) - [i23]Yuan Tian, Guo Lu, Guangtao Zhai:
Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression. CoRR abs/2409.11718 (2024) - [i22]Chunyi Li, Jianbo Zhang, Zicheng Zhang, Haoning Wu, Yuan Tian, Wei Sun, Guo Lu, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai:
R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions? CoRR abs/2410.05474 (2024) - [i21]Zhiyu Zhang, Guo Lu, Huanxiong Liang, Zhengxue Cheng, Anni Tang, Li Song:
Rate-aware Compression for NeRF-based Volumetric Video. CoRR abs/2411.05322 (2024) - [i20]Chuqin Zhou, Guo Lu, Jiangchuan Li, Xiangyu Chen, Zhengxue Cheng, Li Song, Wenjun Zhang:
Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression. CoRR abs/2412.11379 (2024) - [i19]Junxuan Zhang, Zhengxue Cheng, Yan Zhao, Shihao Wang, Dajiang Zhou, Guo Lu, Li Song:
L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression. CoRR abs/2412.16642 (2024) - 2023
- [j12]Zhihao Hu, Dong Xu, Guo Lu, Wei Jiang, Wei Wang, Shan Liu:
FVC: An End-to-End Framework Towards Deep Video Compression in Feature Space. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4569-4585 (2023) - [j11]Guoqing Wu, Hongyun Tian, Guo Lu, Wei Wang:
ParVoro++: A scalable parallel algorithm for constructing 3D Voronoi tessellations based on kd-tree decomposition. Parallel Comput. 115: 102995 (2023) - [j10]Tianxiong Zhong, Zhiwei Zhang, Guo Lu, Ye Yuan, Yu-Ping Wang, Guoren Wang:
TVM: A Tile-based Video Management Framework. Proc. VLDB Endow. 17(4): 671-684 (2023) - [j9]Jinyang Guo, Dong Xu, Guo Lu:
CBANet: Toward Complexity and Bitrate Adaptive Deep Image Compression Using a Single Network. IEEE Trans. Image Process. 32: 2049-2062 (2023) - [c22]Yuan Tian, Guo Lu, Guangtao Zhai, Zhiyong Gao:
Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic Compression. ICCV 2023: 13564-13576 - [c21]Yiwei Zhang, Guo Lu, Donghui Feng, Chen Zhu, Li Song:
Content Adaptive Checkerboard Context Model for Learned Image Compression. ISCAS 2023: 1-5 - [c20]Zhiyu Zhang, Anni Tang, Chen Zhu, Guo Lu, Rong Xie, Li Song:
High-Fidelity Free-View Talking Head Synthesis for Low-Bandwidth Video Conference. VCIP 2023: 1-5 - [i18]Chen Zhu, Guo Lu, Bing He, Rong Xie, Li Song:
Implicit-explicit Integrated Representations for Multi-view Video Compression. CoRR abs/2311.17350 (2023) - 2022
- [j8]Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun:
Learning 3D Human Shape and Pose From Dense Body Parts. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2610-2627 (2022) - [j7]Wang Shen, Ming Cheng, Guo Lu, Guangtao Zhai, Li Chen, M. Salman Asif, Zhiyong Gao:
Spatial Temporal Video Enhancement Using Alternating Exposures. IEEE Trans. Circuits Syst. Video Technol. 32(8): 4912-4926 (2022) - [j6]Zhenghao Chen, Shuhang Gu, Guo Lu, Dong Xu:
Exploiting Intra-Slice and Inter-Slice Redundancy for Learning-Based Lossless Volumetric Image Compression. IEEE Trans. Image Process. 31: 1697-1707 (2022) - [j5]Tong Tang, Ling Li, Xiaoyu Wu, Ruizhi Chen, Haochen Li, Guo Lu, Limin Cheng:
TSA-SCC: Text Semantic-Aware Screen Content Coding With Ultra Low Bitrate. IEEE Trans. Image Process. 31: 2463-2477 (2022) - [c19]Zhihao Hu, Guo Lu, Jinyang Guo, Shan Liu, Wei Jiang, Dong Xu:
Coarse-To-Fine Deep Video Coding with Hyperprior-Guided Mode Prediction. CVPR 2022: 5911-5920 - [c18]Zhenghao Chen, Guo Lu, Zhihao Hu, Shan Liu, Wei Jiang, Dong Xu:
LSVC: A Learning-based Stereo Video Compression Framework. CVPR 2022: 6063-6072 - [c17]Guo Lu, Tianxiong Zhong, Jing Geng, Qiang Hu, Dong Xu:
Learning based Multi-modality Image and Video Compression. CVPR 2022: 6073-6082 - [c16]Guanbo Pan, Guo Lu, Zhihao Hu, Dong Xu:
Content Adaptive Latents and Decoder for Neural Image Compression. ECCV (18) 2022: 556-573 - [c15]Donghui Feng, Chen Zhu, Guo Lu, Li Song:
Position-based Motion Vector Prediction for Textual Image Coding. PCS 2022: 55-59 - [c14]Chen Zhu, Guo Lu, Rong Xie, Li Song:
Perceptual Video Coding Based on Semantic-Guided Texture Detection and Synthesis. PCS 2022: 217-221 - [i17]Yuan Tian, Guo Lu, Yichao Yan, Guangtao Zhai, Li Chen, Zhiyong Gao:
Perceptual Coding for Compressed Video Understanding: A New Framework and Benchmark. CoRR abs/2202.02813 (2022) - [i16]Guo Lu, Xingtong Ge, Tianxiong Zhong, Jing Geng, Qiang Hu:
Preprocessing Enhanced Image Compression for Machine Vision. CoRR abs/2206.05650 (2022) - [i15]Zhihao Hu, Guo Lu, Jinyang Guo, Shan Liu, Wei Jiang, Dong Xu:
Coarse-to-fine Deep Video Coding with Hyperprior-guided Mode Prediction. CoRR abs/2206.07460 (2022) - [i14]Guanbo Pan, Guo Lu, Zhihao Hu, Dong Xu:
Content Adaptive Latents and Decoder for Neural Image Compression. CoRR abs/2212.10132 (2022) - 2021
- [j4]Dong Xu, Rama Chellappa, Luc Van Gool, Guo Lu:
Guest Editorial: Special Issue on Deep Learning for Video Analysis and Compression. Int. J. Comput. Vis. 129(12): 3171-3173 (2021) - [j3]Guo Lu, Xiaoyun Zhang, Wanli Ouyang, Li Chen, Zhiyong Gao, Dong Xu:
An End-to-End Learning Framework for Video Compression. IEEE Trans. Pattern Anal. Mach. Intell. 43(10): 3292-3308 (2021) - [c13]Zhihao Hu, Guo Lu, Dong Xu:
FVC: A New Framework Towards Deep Video Compression in Feature Space. CVPR 2021: 1502-1511 - [c12]Zizheng Que, Guo Lu, Dong Xu:
VoxelContext-Net: An Octree Based Framework for Point Cloud Compression. CVPR 2021: 6042-6051 - [c11]Yuan Tian, Guo Lu, Xiongkuo Min, Zhaohui Che, Guangtao Zhai, Guodong Guo, Zhiyong Gao:
Self-Conditioned Probabilistic Learning of Video Rescaling. ICCV 2021: 4470-4479 - [c10]Guo Lu, Ren Yang, Shenlong Wang, Shan Liu, Radu Timofte:
Deep Learning for Visual Data Compression. ACM Multimedia 2021: 5683-5685 - [i13]Zizheng Que, Guo Lu, Dong Xu:
VoxelContext-Net: An Octree based Framework for Point Cloud Compression. CoRR abs/2105.02158 (2021) - [i12]Zhihao Hu, Guo Lu, Dong Xu:
FVC: A New Framework towards Deep Video Compression in Feature Space. CoRR abs/2105.09600 (2021) - [i11]Jinyang Guo, Dong Xu, Guo Lu:
CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network. CoRR abs/2105.12386 (2021) - [i10]Yuan Tian, Yichao Yan, Xiongkuo Min, Guo Lu, Guangtao Zhai, Guodong Guo, Zhiyong Gao:
EAN: Event Adaptive Network for Enhanced Action Recognition. CoRR abs/2107.10771 (2021) - [i9]Yuan Tian, Guo Lu, Xiongkuo Min, Zhaohui Che, Guangtao Zhai, Guodong Guo, Zhiyong Gao:
Self-Conditioned Probabilistic Learning of Video Rescaling. CoRR abs/2107.11639 (2021) - 2020
- [j2]Guo Lu, Xiaoyun Zhang, Wanli Ouyang, Dong Xu, Li Chen, Zhiyong Gao:
Deep Non-Local Kalman Network for Video Compression Artifact Reduction. IEEE Trans. Image Process. 29: 1725-1737 (2020) - [c9]Zhihao Hu, Zhenghao Chen, Dong Xu, Guo Lu, Wanli Ouyang, Shuhang Gu:
Improving Deep Video Compression by Resolution-Adaptive Flow Coding. ECCV (2) 2020: 193-209 - [c8]Guo Lu, Chunlei Cai, Xiaoyun Zhang, Li Chen, Wanli Ouyang, Dong Xu, Zhiyong Gao:
Content Adaptive and Error Propagation Aware Deep Video Compression. ECCV (2) 2020: 456-472 - [c7]Dong Xu, Guo Lu, Ren Yang, Radu Timofte:
Learned image and video compression with deep neural networks. VCIP 2020: 1-3 - [i8]Jiaheng Liu, Guo Lu, Zhihao Hu, Dong Xu:
A Unified End-to-End Framework for Efficient Deep Image Compression. CoRR abs/2002.03370 (2020) - [i7]Guo Lu, Chunlei Cai, Xiaoyun Zhang, Li Chen, Wanli Ouyang, Dong Xu, Zhiyong Gao:
Content Adaptive and Error Propagation Aware Deep Video Compression. CoRR abs/2003.11282 (2020) - [i6]Geng Zhan, Dan Xu, Guo Lu, Wei Wu, Chunhua Shen, Wanli Ouyang:
Scope Head for Accurate Localization in Object Detection. CoRR abs/2005.04854 (2020) - [i5]Zhihao Hu, Zhenghao Chen, Dong Xu, Guo Lu, Wanli Ouyang, Shuhang Gu:
Improving Deep Video Compression by Resolution-adaptive Flow Coding. CoRR abs/2009.05982 (2020) - [i4]Hong Zhang, Haojie Li, Shenglun Chen, Tiantian Yan, Zhihui Wang, Guo Lu, Wanli Ouyang:
Direct Depth Learning Network for Stereo Matching. CoRR abs/2012.05570 (2020)
2010 – 2019
- 2019
- [c6]Chunlei Cai, Guo Lu, Qiang Hu, Li Chen, Zhiyong Gao:
Efficient Learning Based Sub-pixel Image Compression. CVPR Workshops 2019: 0 - [c5]Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Chunlei Cai, Zhiyong Gao:
DVC: An End-To-End Deep Video Compression Framework. CVPR 2019: 11006-11015 - [c4]Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun:
DaNet: Decompose-and-aggregate Network for 3D Human Shape and Pose Estimation. ACM Multimedia 2019: 935-944 - [c3]Chunlei Cai, Li Chen, Xiaoyun Zhang, Guo Lu, Zhiyong Gao:
A Novel Deep Progressive Image Compression Framework. PCS 2019: 1-5 - [i3]Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun:
Learning 3D Human Shape and Pose from Dense Body Parts. CoRR abs/1912.13344 (2019) - 2018
- [j1]Guo Lu, Xiaoyun Zhang, Li Chen, Zhiyong Gao:
Novel Integration of Frame Rate Up Conversion and HEVC Coding Based on Rate-Distortion Optimization. IEEE Trans. Image Process. 27(2): 678-691 (2018) - [c2]Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Zhiyong Gao, Ming-Ting Sun:
Deep Kalman Filtering Network for Video Compression Artifact Reduction. ECCV (14) 2018: 591-608 - [i2]Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Chunlei Cai, Zhiyong Gao:
DVC: An End-to-end Deep Video Compression Framework. CoRR abs/1812.00101 (2018) - 2017
- [c1]Guo Lu, Xiaoyun Zhang, Li Chen, Zhiyong Gao:
A novel frame rate up conversion using iterative non-local means interpolation. BMSB 2017: 1-5 - 2010
- [i1]Guangcai Zhang, Aiguo Xu, Guo Lu, Zeyao Mo:
Cluster Identification and Characterization of Physical Fields. CoRR abs/1001.4981 (2010)
Coauthor Index
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