0. 基本信息 PaperMMViT Institution: Meta, Indiana University Bloomington, The Ohio State University Publication: arXiv 2023.04.28 KeywordsComputer Vision and Pattern Recognition; Audio and Speech Pr…
A novel driver action recognition architecture named multi-view vision transformer (MVVT) is proposed, which combines classical convolutional neural networks (CNNs) with vision transformer. Self-attention mechanism is utilized to dynamically aggregate temporal information and fuse features of different ...
Hamdi, A., Melas-Kyriazi, L., Mai, J., Qian, G., Liu, R., Vondrick, C., Ghanem, B., & Vedaldi, A. (2024). Ges: Generalized exponential splatting for efficient radiance field rendering. In:Proceedings of the IEEE/CVF conference on computer vision and pattern recognition (CVPR). H...
可以先看下FAIR的FastSlow:下雨前:SlowFast Networks for Video Recognition 和ViViT:下雨前:ViViT: A Video Vision Transformer阅读和代码 个人感觉这篇文章就是基于ViViT和SlowFast的思路。整个代码得风格和写法和ViViT也基本一致。 MTV很厉害的,目前在几个数据集上都是第1。(Papers with Code - The latest in Mac...
几篇论文实现代码:《Multi-View Transformer for 3D Visual Grounding》(CVPR 2022) GitHub: github.com/sega-hsj/MVT-3DVG [fig3] 《Online Convolutional Re-parameterization》(CVPR 2022) GitHub: github.c...
Official reproducing code of our ICLR2024 work: "GTA: A Geometry-Aware Attention Mechanism for Multi-view Transformers", a simple way to make your multi-view transformer more expressive! (3/15/2024): The GTA mechanism is also effective for image generation, which is a purely 2D task. You ...
Multi-view convolutional vision transformer for 3D object recognition 2023, Journal of Visual Communication and Image Representation Show abstract 3D shape classification based on global and local features extraction with collaborative learning 2024, Visual Computer View-relation constrained global representation...
3D-RETR then uses another Transformer Decoder to obtain the voxel features. A CNN Decoder then takes as input the voxel features to obtain the reconstructed objects. 3D-RETR is capable of 3D reconstruction from a single view or multiple views. Experimental results on two datasets show that 3D...
全transformer结构视频视觉分类,ViViT: A Video Vision Transformer - 知乎 (zhihu.com) scenic/scenic/projects/mtv at main · google-research/scenic VIVIT网络使用的管道提取token,也就是3D卷积提取token,但是3D卷积大小是相同的,所以提取到的token大小也是相同的。 MviT网络使用不同时间t大小的卷积核,提取了不同...
Bi-directional multi-scale vision TransformerGated multi-view aggregationAutomated and accurate classification of pneumonia plays a crucial role in improving the performance of computer-aided diagnosis systems for chest X-ray images. Nevertheless, it is a challenging task due to the difficulty of ...