3D Referring Expression Segmentation (3D-RES) is dedicated to segmenting a specific instance within a 3D space based on a natural language description.However, current approaches are limited to segmenting a single target, restricting the versatility of the task. To overcome this limitation, we ...
Referring expressions places a bounding box around the instance corresponding to the provided description and image.Benchmarks Add a Result These leaderboards are used to track progress in Referring Expression TrendDatasetBest ModelPaperCodeCompare...
In practice, based on the predicted target category from natural language, our model first filters instances from panoptic segmentation on point clouds to obtain a small number of candidates. Note that such instance-level candidates are more effective and rational than the redundant 3D object-...
Instance Sequence Segmentation & Reference Prediction 为了实现instance segmentation, 模型会对上述N_q个queries得到的每个物体序列生成一个掩码序列。首先,将Multimodal Transformer的encoder层输出的多模态表征序列中与视觉模态相关的部分取出,将其与上述visual feature extractor前n-1个blocks的特征做了FPN-like的空间解码。
ClevrTexClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object SegmentationNeurIPS Datasets and Benchmarks 2021[project] ScanReferScanRefer: 3D Object Localization in RGB-D Scans using Natural LanguageECCV 2020[project] VGPhraseCutPhraseCut: Language-based Image Segmentation in the WildCVPR 20...
Unity 3D Sementation Subscribe More actions Eric_P_1 Beginner 03-01-2015 09:22 AM 1,006 Views Has anyone employed 3d segmentation in Unity? I've tried just about everything else successfully but I don't see an easy way to implement that. Translate Tags: Intel® RealSense™ ...
Wu D M, Dong X P, Shao L, et al. Multi-level representation learning with semantic alignment for referring video object segmentation. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022. 4996--5005. ...
The VOXEL-MAN project used the Visible Human dataset, enriched with segmentations and symbolic descriptions, to create one of the most well-known 3D digital atlases [Höhneet al., 1995]. Efforts likeThe Unified Anatomical Humanare attempting to build atlases based on the integration of more he...
Their size is reshaped as T × d × h × w, and we concatenate them along channel dimension, i.e., M = [M video, M frame, M object] ∈ RT×3d×h×w for following mask estimation. 3.3. Boundary-Aware Segmentation The BAS aims to produce ...
The referring video object segmentation task (RVOS) involves segmentation of a text-referred object instance in the frames of a given video. Due to the com... A Botach,E Zheltonozhskii,C Baskin 被引量: 0发表: 2021年 Reliable object tracking by multimodal hybrid feature extraction and trans...