Research

Papers for “semantic segmentation”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor	Yu-Jen Chen, Xinrong Hu, Yiyu Shi	2023	arxiv 2306.14505
A Deep Learning-based Global and Segmentation-based Semantic Feature Fusion Approach for Indoor Scene Classification	Ricardo Pereira, Tiago Barros, Luis Garrote	2023	arxiv 2302.06432
Simulation-based reinforcement learning for real-world autonomous driving	B\la\.zej Osiński, Adam Jakubowski, Piotr Mi\loś	2019	arxiv 1911.12905
TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion Models	Marija Ivanovska, Vitomir Struc, Janez Pers	2023	arxiv 2307.01064
Achieving RGB-D level Segmentation Performance from a Single ToF Camera	Pranav Sharma, Jigyasa Singh Katrolia, Jason Rambach	2023	arxiv 2306.17636
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window	Mocho Go, Hideyuki Tachibana	2022	arxiv 2208.11718
Y-MAP-Net: Real-time depth, normals, segmentation, multi-label captioning and 2D human pose in RGB images	Ammar Qammaz, Nikolaos Vasilikopoulos, Iason Oikonomidis	2024	arxiv 2411.10334
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior	Li-Yuan Tsao, Hao-Wei Chen, Hao-Wei Chung	2024	arxiv 2411.18662
Efficient Semantic Splatting for Remote Sensing Multi-view Segmentation	Zipeng Qi, Hao Chen, Haotian Zhang	2024	arxiv 2412.05969
SphereUFormer: A U-Shaped Transformer for Spherical 360 Perception	Yaniv Benny, Lior Wolf	2024	arxiv 2412.06968
Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities	Maryam Hosseini, Mikey Saugstad, Fabio Miranda	2022	arxiv 2206.13677
Automated ischemic stroke lesion segmentation from 3D MRI	Md Mahfuzur Rahman Siddique, Dong Yang, Yufan He	2022	arxiv 2209.09546
Automated head and neck tumor segmentation from 3D PET/CT	Andriy Myronenko, Md Mahfuzur Rahman Siddiquee, Dong Yang	2022	arxiv 2209.10809
Maskomaly:Zero-Shot Mask Anomaly Segmentation	Jan Ackermann, Christos Sakaridis, Fisher Yu	2023	arxiv 2305.16972
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks	Umut Güçlü, Yağmur Güçlütürk, Meysam Madadi	2017	arxiv 1703.03305
A multitask deep learning model for real-time deployment in embedded systems	Miquel Martí, Atsuto Maki	2017	arxiv 1711.00146
MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving	Marvin Teichmann, Michael Weber, Marius Zoellner	2016	arxiv 1612.07695
3D MRI brain tumor segmentation using autoencoder regularization	Andriy Myronenko	2018	arxiv 1810.11654
Towards Designing and Exploiting Generative Networks for Neutrino Physics Experiments using Liquid Argon Time Projection Chambers	Paul Lutkus, Taritree Wongjirad, Shuchin Aeron	2022	arxiv 2204.02496
Segmentation of spectroscopic images of the low solar atmosphere by the Self Organizing Map technique	Schillirò Francesco, Romano Paolo	2021	arxiv 2102.11595

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