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改进的基于样本块的图像修补方法
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作者 邢梦雪 刘雅楠 李靖宇 《电子技术与软件工程》 2015年第11期115-117,共3页
图像修复的主要目的是改善有缺损的图像,并使观察者无法察觉出修补痕迹。Criminisi提出的基于样本块的图像修补方法,对于优先级的定义没有考虑到置信度的值很容易衰减这个问题,本文提出一种改进的基于样本块的图像修复方法,在计算优先... 图像修复的主要目的是改善有缺损的图像,并使观察者无法察觉出修补痕迹。Criminisi提出的基于样本块的图像修补方法,对于优先级的定义没有考虑到置信度的值很容易衰减这个问题,本文提出一种改进的基于样本块的图像修复方法,在计算优先权方面增加多个已知像素的梯度信息,并加入调节因子防止衰减。另外,在搜索最佳匹配块时增加了块效应去除。实验结果表明,本文方法比Criminisi算法效果更好。 展开更多
关键词 图像修复 优先级 块效应去除 峰值信噪比
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基于时空融合的多帧压缩视频增强方法
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作者 马彦博 李琳 +2 位作者 陈缘 赵洋 胡锐 《图学学报》 CSCD 北大核心 2022年第4期651-658,共8页
为了减少视频的存储和传输开销,通常对视频进行有损压缩处理以减小体积,往往会在视频中引入各类不自然效应,造成主观质量的严重下降。基于单帧的压缩图像复原方法仅利用当前帧有限的空间信息,效果有限。而现有的多帧方法则大多采用帧间... 为了减少视频的存储和传输开销,通常对视频进行有损压缩处理以减小体积,往往会在视频中引入各类不自然效应,造成主观质量的严重下降。基于单帧的压缩图像复原方法仅利用当前帧有限的空间信息,效果有限。而现有的多帧方法则大多采用帧间对齐或时序结构来利用相邻帧信息以加强重建,但在对齐性能上仍有较大的提升空间。针对上述问题,提出一种基于多帧时空融合的压缩视频复原方法,通过设计的深度特征提取块和自适应对齐网络实现更优的对齐融合,充分地利用多帧时空信息以重建高质量视频。该方法在公开测试集上(HEVC HM16.5低延时P配置)优于所有对比方法,并在客观指标上(峰值信噪比PSNR)相比于目前最先进的方法STDF取得了平均0.13 dB的提升。同时,在主观比较上,该方法也取得了领先的效果,重建出更干净的画面,实现了良好的压缩不自然效应去除效果。 展开更多
关键词 压缩图像复原 块效应去除 视频增强 多帧对齐融合 可变形卷积
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An adaptive fuzzy filter for coding artifacts removal in video and image 被引量:2
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作者 WU Jing YE Xiu-qing GU Wei-kang 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2007年第6期841-848,共8页
This paper proposes a new adaptive post-filtering algorithm to remove coding artifacts in block-based video coder. The proposed method concentrates on blocking and ringing artifacts removal. For de-blocking, the block... This paper proposes a new adaptive post-filtering algorithm to remove coding artifacts in block-based video coder. The proposed method concentrates on blocking and ringing artifacts removal. For de-blocking, the blocking strength is identified to determine the filtering range, and the maximum quantization parameter of the image is used to adapt the 1D fuzzy filter. For de-ringing, besides the edge detection, a complementary ringing detection method is proposed to locate the neglected ringing blocks, and the gradient threshold is adopted to adjust the parameter of 2D fuzzy filter. Experiments are performed on the MPEG-4 sequences. Compared with other methods, the proposed one achieves better detail preservation and artifacts removal performance with lower computational cost. 展开更多
关键词 Adaptive fuzzy filter Blocking artifacts Ringing artifacts De-blocking De-ringing
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Novel Efficient De-blocking Method for Highly Compressed Images
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作者 SHI Min YI Qing-ming YANG Liang 《Semiconductor Photonics and Technology》 CAS 2007年第2期122-125,145,共5页
Due to coarse quantization, block-based discrete cosine transform(BDCT) compression methods usually suffer from visible blocking artifacts at the block boundaries. A novel efficient de-blocking method in DCT domain is... Due to coarse quantization, block-based discrete cosine transform(BDCT) compression methods usually suffer from visible blocking artifacts at the block boundaries. A novel efficient de-blocking method in DCT domain is proposed. A specific criterion for edge detection is given, one-dimensional DCT is applied on each row of the adjacent blocks and the shifted block in smooth region, and the transform coefficients of the shifted block are modified by weighting the average of three coefficients of the block. Mean square difference of slope criterion is used to judge the efficiency of the proposed algorithm. Simulation results show that the new method not only obtains satisfactory image quality, but also maintains high frequency information. 展开更多
关键词 block-based discrete cosine transform(BDCT) blocking artifacts image compression
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