我们进一步研究了设计IndexNet的可选方法,并通过大量的实验证明IndexNet可以有效地提高抠图的性能,在定量和定性上。特别是,我们观察到,在Composition-1k matting数据集上,我们基于MobileNetv2的最佳模型[39]比之前基于VGG-16的最佳深度模型[49]至少提高了16.1%。我们通过使用更少的训练数据和更紧凑的模型来实现这一点,...
Indices Matter: Learning to Index for Deep Image Matting Proc. IEEE/CVF International Conference on Computer Vision (ICCV), 2019 Hao Lu1, Yutong Dai1,Chunhua Shen1, Songcen Xu2 1The University of Adelaide, Australia 2Noah's Ark Lab, Huawei Technologies ...
Techniques are disclosed for image matting. In particular, embodiments decompose the matting problem of estimating foreground opacity into the targeted subproblems of estimating a background using a first trained neural network, estimating a foreground using a second neural network and the estimated back...
R1-Onevision:An Open-Source Multimodal Large Language Model Capable of Deep Reasoning Fancy-MLLM/R1-onevision• •ongoing 2025 R1-OneVision is a versatile multimodal reasoning large model, designed to tackle complex visual reasoning tasks. ...
It serves as a valuable resource for researchers, practitioners, and anyone interested in the latest advances in deep learning and its impact on computer vision and remote sensing.How to use this repository: if you know exactly what you are looking for (e.g. you have the paper name) you ...
contrasting local and non-local features of depth maps compared to color images prevents the direct application of deep learning models designed for color image inpainting to depth map completion. Motivated by these challenges, in this work we propose to use deep adversarial learning to derive plausi...
Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning no code yet • 5 Jun 2024 Sample efficiency remains a key challenge in multi-agent reinforcement learning (MARL). Paper Add Code Meta-Auxiliary Learning for Micro-Expression Recognition no code yet • 18 Apr 2024 ...
The art work style transfer technology proposed this time refers to converting the style of an art work into an image similar to the style of the art work through learning (using the dual channel deep learning model). This paper mainly puts forward improvements in the following two aspects: ...
AIWebMatting This is a web project about auto-matting with deep learning tech, which can be used in image merge, poster generate, video editing etc. web demo url:http://matting.zsyhh.com:4800/ deploy: cd docker ./build_and_run.sh ...
Deep learning has revolutionized the analysis and interpretation of satellite and aerial imagery, addressing unique challenges such as vast image sizes and a wide array of object classes. This repository provides an exhaustive overview of deep learning techniques specifically tailored for satellite and ...