Camouflaged object segmentation with distraction mining

H Mei, GP Ji, Z Wei, X Yang, X Wei… - Proceedings of the …, 2021 - openaccess.thecvf.com
Camouflaged object segmentation (COS) aims to identify objects that are" perfectly"
assimilate into their surroundings, which has a wide range of valuable applications. The key …

Weakly-supervised concealed object segmentation with sam-based pseudo labeling and multi-scale feature grouping

C He, K Li, Y Zhang, G Xu, L Tang… - Advances in …, 2024 - proceedings.neurips.cc
Abstract Weakly-Supervised Concealed Object Segmentation (WSCOS) aims to segment
objects well blended with surrounding environments using sparsely-annotated data for …

Robotic perception of transparent objects: A review

J Jiang, G Cao, J Deng, TT Do… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Transparent object perception is a rapidly developing research problem in artificial
intelligence. The ability to perceive transparent objects enables robots to achieve higher …

Glass segmentation using intensity and spectral polarization cues

H Mei, B Dong, W Dong, J Yang… - Proceedings of the …, 2022 - openaccess.thecvf.com
Transparent and semi-transparent materials pose significant challenges for existing scene
understanding and segmentation algorithms due to their lack of RGB texture which impedes …

Segmenting transparent object in the wild with transformer

E Xie, W Wang, W Wang, P Sun, H Xu, D Liang… - arXiv preprint arXiv …, 2021 - arxiv.org
This work presents a new fine-grained transparent object segmentation dataset, termed
Trans10K-v2, extending Trans10K-v1, the first large-scale transparent object segmentation …

Trans4Trans: Efficient transformer for transparent object segmentation to help visually impaired people navigate in the real world

J Zhang, K Yang, A Constantinescu… - Proceedings of the …, 2021 - openaccess.thecvf.com
Common fully glazed facades and transparent objects present architectural barriers and
impede the mobility of people with low vision or blindness, for instance, a path detected …

NTIRE 2024 challenge on HR depth from images of specular and transparent surfaces

PZ Ramirez, F Tosi, L Di Stefano… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper reports on the NTIRE 2024 challenge on HR Depth From images of Specular and
Transparent surfaces held in conjunction with the New Trends in Image Restoration and …

Trans4Trans: Efficient transformer for transparent object and semantic scene segmentation in real-world navigation assistance

J Zhang, K Yang, A Constantinescu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Transparent objects, such as glass walls and doors, constitute architectural obstacles
hindering the mobility of people with low vision or blindness. For instance, the open space …

Rich context aggregation with reflection prior for glass surface detection

J Lin, Z He, RWH Lau - … of the IEEE/CVF Conference on …, 2021 - openaccess.thecvf.com
Glass surfaces appear everywhere. Their existence can however pose a serious problem to
computer vision tasks. Recently, a method is proposed to detect glass surfaces by learning …

Enhanced boundary learning for glass-like object segmentation

H He, X Li, G Cheng, J Shi, Y Tong… - Proceedings of the …, 2021 - openaccess.thecvf.com
Glass-like objects such as windows, bottles, and mirrors exist widely in the real world.
Sensing these objects has many applications, including robot navigation and grasping …