High-Resolution Deep Image Matting 网络结构 Encoder E编码起为resnet34与ASPP,解码器主要用unpool操作作为上采样来进行解码操作 主要将高分辨率图像进行裁剪成不同的patch小块进行预测,为了解决bu同的patch直接产生的信息不联系与单独patch中的信息缺失问题,提出cpc网络来解决。 对输入图像与trimap在不同位置进行随机...
High-Resolution Deep Image Matting.Haichao YuNing XuZilong HuangYuqian ZhouHumphrey ShiNational Conference on Artificial Intelligence
[22] Shanchuan Lin, Andrey Ryabtsev, Soumyadip Sengupta, Brian Curless, Steve Seitz, and Ira KemelmacherShlizerman. Real-time high-resolution background matting. In Computer Vision and Pattern Regognition (CVPR), 2021. [23] Tsung-Yi Lin, Michael Maire, Serge Belongie, Lubomir Bourdev, Ross...
论文的核心点:the recurrent architecture to exploit temporal information 优势:1)more coherent results: multi frames and their predictions; 2) matting robustness: the ambiguous scene from the previous frame; 3) learn more about the background (Background Matting) ...
《Real-Time High-Resolution Background Matting》(2020) GitHub:O网页链接 [fig5]《Gradient Surgery for Multi-Task Learning》(2020) GitHub:O网页链接《CTRLsum: Towards Generic Controllable Text Summarization》(2020) GitHub:O网页链接《Improving the Fairness of Deep Generative Models without Retraining》(...
Magic3d: High- resolution text-to-3d content creation. arXiv preprint arXiv:2211.10440, 2022. 2, 3, 4, 7, 8 [19] Miaomiao Liu, Xuming He, and Mathieu Salzmann. Geometry-aware deep network for single-image novel view synthesis. In Proceedings of the ...
Reference-based image processing has succeeded in im- age super-resolution [47]. We propose a reference-based neural rendering network which transfers high-resolution textures from a given reference image, to produce photo- realistic results. We obtain an incomplete but sharp image from...
Rising 2025, India’s leading DEI summit in tech and AI, delves into actionable strategies, challenges, and innovations driving inclusivity in Email: info@aimmediahouse.com Our Offices AIM India 1st Floor, Sakti Statesman, Marathahalli – Sarjapur Outer Ring Rd, Green Glen Layout, Bellandur, Beng...
The final quality may depend on the resolution of your image, the type of scene or object. UseU2-Net for hairsandTracer-B7 for general imagesand correct parameters. It is very important for final quality! Example images was taken by using U2-Net and FBA post-processing. ...
waveform and transform coding DCT, KLT, Hadammard, multiresolution coding pyramid, subband coding, Fractal coding, vector quantization, motion estimation and compensation, standards: JPEG, MPEG, H.xxx, pre- and post-processing, scalable image and video coding, image and video communication over nois...