Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
High-Resolution Representations for Labeling Pixels and Regions	Ke Sun, Yang Zhao, Borui Jiang	2019	arxiv 1904.04514
Interactive user interface based on Convolutional Auto-encoders for annotating CT-scans	Martin Längkvist, Jonas Widell, Per Thunberg	2019	arxiv 1904.11701
MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling	Javed Iqbal, Mohsen Ali	2019	arxiv 1909.13776
Fastidious Attention Network for Navel Orange Segmentation	Xiaoye Sun, Gongyan Li, Shaoyun Xu	2020	arxiv 2003.11734
Video to Events: Recycling Video Datasets for Event Cameras	Daniel Gehrig, Mathias Gehrig, Javier Hidalgo-Carrió	2019	arxiv 1912.03095
Compact retail shelf segmentation for mobile deployment	Pratyush Kumar, Muktabh Mayank Srivastava	2020	arxiv 2004.13094
Video Panoptic Segmentation	Dahun Kim, Sanghyun Woo, Joon-Young Lee	2020	arxiv 2006.11339
TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric	Arindam Das, Pavel Krizek, Ganesh Sistu	2020	arxiv 2007.00801
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement	Peri Akiva, Matthew Purri, Kristin Dana	2020	arxiv 2010.05309
Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation	Pierfrancesco Ardino, Yahui Liu, Elisa Ricci	2020	arxiv 2010.09334
Semantic Implicit Neural Scene Representations With Semi-Supervised Training	Amit Kohli, Vincent Sitzmann, Gordon Wetzstein	2020	arxiv 2003.12673
DS-SLAM: A Semantic Visual SLAM towards Dynamic Environments	Chao Yu, Zuxin Liu, Xinjun Liu	2018	arxiv 1809.08379
Convolutional Temporal Attention Model for Video-based Person Re-identification	Tanzila Rahman, Mrigank Rochan, Yang Wang	2019	arxiv 1904.04492
Adversarial Examples Versus Cloud-based Detectors: A Black-box Empirical Study	Xurong Li, Shouling Ji, Meng Han	2019	arxiv 1901.01223
SegSort: Segmentation by Discriminative Sorting of Segments	Jyh-Jing Hwang, Stella X. Yu, Jianbo Shi	2019	arxiv 1910.06962
Mumford-Shah Loss Functional for Image Segmentation with Deep Learning	Boah Kim, Jong Chul Ye	2019	arxiv 1904.02872
SoftGroup for 3D Instance Segmentation on Point Clouds	Thang Vu, Kookhoi Kim, Tung M. Luu	2022	arxiv 2203.01509
DNN-Driven Compressive Offloading for Edge-Assisted Semantic Video Segmentation	Xuedou Xiao, Juecheng Zhang, Wei Wang	2022	arxiv 2203.14481
ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation	Samayan Bhattacharya, Sk Shahnawaz, Avigyan Bhattacharya	2022	arxiv 2206.05225
Group-On: Boosting One-Shot Segmentation with Supportive Query	Hanjing Zhou, Mingze Yin, Danny Chen	2024	arxiv 2404.11871

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