Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
1st Place Winner of the 2024 Pixel-level Video Understanding in the Wild (CVPR'24 PVUW) Challenge in Video Panoptic Segmentation and Best Long Video Consistency of Video Semantic Segmentation	Qingfeng Liu, Mostafa El-Khamy, Kee-Bong Song	2024	arxiv 2406.05352
Improved Semantic Segmentation of Tuberculosis-consistent findings in Chest X-rays Using Augmented Training of Modality-specific U-Net Models with Weak Localizations	Sivaramakrishnan Rajaraman, Les Folio, Jane Dimperio	2021	arxiv 2102.10607
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage	Deguo Ma, Chen Li, Lin Qiao	2023	arxiv 2308.10521
Semantic Segmentation of Seismic Images	Daniel Civitarese, Daniela Szwarcman, Emilio Vital Brazil	2019	arxiv 1905.04307
Noisy Annotations in Semantic Segmentation	Moshe Kimhi, Omer Kerem, Eden Grad	2024	arxiv 2406.10891
Convolutional CRFs for Semantic Segmentation	Marvin T. T. Teichmann, Roberto Cipolla	2018	arxiv 1805.04777
Self-Support Few-Shot Semantic Segmentation	Qi Fan, Wenjie Pei, Yu-Wing Tai	2022	arxiv 2207.11549
Customizable Architecture Search for Semantic Segmentation	Yiheng Zhang, Zhaofan Qiu, Jingen Liu	2019	arxiv 1908.09550
One-Shot Learning for Semantic Segmentation	Amirreza Shaban, Shray Bansal, Zhen Liu	2017	arxiv 1709.03410
Medical Semantic Segmentation with Diffusion Pretrain	David Li, Anvar Kurmukov, Mikhail Goncharov	2025	arxiv 2501.19265
Indoor Semantic Segmentation using depth information	Camille Couprie, Clément Farabet, Laurent Najman	2013	arxiv 1301.3572
Deep Hierarchical Parsing for Semantic Segmentation	Abhishek Sharma, Oncel Tuzel, David W. Jacobs	2015	arxiv 1503.02725
Clockwork Convnets for Video Semantic Segmentation	Evan Shelhamer, Kate Rakelly, Judy Hoffman	2016	arxiv 1608.03609
The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical Outcomes	Nicholas Heller, Niranjan Sathianathen, Arveen Kalapara	2019	arxiv 1904.00445
Conditional Reconstruction for Open-set Semantic Segmentation	Ian Nunes, Matheus B. Pereira, Hugo Oliveira	2022	arxiv 2203.01368
Eye Semantic Segmentation with a Lightweight Model	Van Thong Huynh, Soo-Hyung Kim, Guee-Sang Lee	2019	arxiv 1911.01049
Revisiting consistency for semi-supervised semantic segmentation	Ivan Grubišić, Marin Oršić, Siniša Šegvić	2021	arxiv 2106.07075
Augmentation-based Domain Generalization for Semantic Segmentation	Manuel Schwonberg, Fadoua El Bouazati, Nico M. Schmidt	2023	arxiv 2304.12122
Recurrent Iterative Gating Networks for Semantic Segmentation	Rezaul Karim, Md Amirul Islam, Neil D. B. Bruce	2018	arxiv 1811.08043
Distributed Iterative Gating Networks for Semantic Segmentation	Rezaul Karim, Md Amirul Islam, Neil D. B. Bruce	2019	arxiv 1909.12996

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