"Yu, Li" - Selaus tekijän mukaan TUNICRIS-julkaisut
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Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-Onns
Xie, Yuxin; Yu, Li; Pakdaman, Farhad; Gabbouj, Moncef
Proceedings - International Conference on Image Processing (2024)
conferenceNoisy images are a challenge to image compression algorithms due to the inherent difficulty of compressing noise. As noise cannot easily be discerned from image details, such as high-frequency signals, its presence leads ... -
Multi-Swin Transformer Based Spatio-Temporal Information Exploration for Compressed Video Quality Enhancement
Yu, Li; Wu, Shiyu; Gabbouj, Moncef (2024)
articleSpatio-temporal information plays an important role in compressed video quality enhancement. Most advanced studies use deformable convolution or Swin transformer to explore spatio-temporal information. However, deformable ... -
Panoramic Image Inpainting with Gated Convolution and Contextual Reconstruction Loss
Yu, Li; Gao, Yanjun; Pakdaman, Farhad; Gabbouj, Moncef
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (2024)
conferenceDeep learning-based methods have demonstrated encouraging results in tackling the task of panoramic image inpainting. However, it is challenging for existing methods to distinguish valid pixels from invalid pixels and find ... -
SVM based approach for complexity control of HEVC intra coding
Pakdaman, Farhad; Yu, Li; Hashemi, Mahmoud Reza; Ghanbari, Mohammad; Gabbouj, Moncef (04 / 2021)
article<p>The High Efficiency Video Coding (HEVC) is adopted by various video applications in recent years. Because of its high computational demand, controlling the complexity of HEVC is of paramount importance to appeal ...