Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
RIT-Eyes: Rendering of near-eye images for eye-tracking applications	Nitinraj Nair, Rakshit Kothari, Aayush K. Chaudhary	2020	arxiv 2006.03642
Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks	Andreas Kölsch, Ashutosh Mishra, Saurabh Varshneya	2018	arxiv 1804.00236
Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning	Tomasz Konopczyński, Thorben Kröger, Lei Zheng	2019	arxiv 1901.01034
Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation	Peixian Liang, Jianxu Chen, Hao Zheng	2019	arxiv 1901.04949
A-CNN: Annularly Convolutional Neural Networks on Point Clouds	Artem Komarichev, Zichun Zhong, Jing Hua	2019	arxiv 1904.08017
Detecting Reflections by Combining Semantic and Instance Segmentation	David Owen, Ping-Lin Chang	2019	arxiv 1904.13273
Global Context for Convolutional Pose Machines	Daniil Osokin	2019	arxiv 1906.04104
Visuomotor Understanding for Representation Learning of Driving Scenes	Seokju Lee, Junsik Kim, Tae-Hyun Oh	2019	arxiv 1909.06979
Learn to Segment Organs with a Few Bounding Boxes	Abhijeet Parida, Arianne Tran, Nassir Navab	2019	arxiv 1909.07809
DISCOMAN: Dataset of Indoor SCenes for Odometry, Mapping And Navigation	Pavel Kirsanov, Airat Gaskarov, Filipp Konokhov	2019	arxiv 1909.12146
Image-Conditioned Graph Generation for Road Network Extraction	Davide Belli, Thomas Kipf	2019	arxiv 1910.14388
A Novel Remote Sensing Approach to Recognize and Monitor Red Palm Weevil in Date Palm Trees	Yashu Kang, Chunlei Chen, Fujian Cheng	2022	arxiv 2203.14476
Rethinking Interactive Image Segmentation: Feature Space Annotation	Jordão Bragantini, Alexandre X Falcão, Laurent Najman	2021	arxiv 2101.04378
ResT V2: Simpler, Faster and Stronger	Qing-Long Zhang, Yu-Bin Yang	2022	arxiv 2204.07366
Physics-informed Generalizable Wireless Channel Modeling with Segmentation and Deep Learning: Fundamentals, Methodologies, and Challenges	Ethan Zhu, Haijian Sun, Mingyue Ji	2024	arxiv 2401.01288
BPD-Neo: An MRI Dataset for Lung-Trachea Segmentation with Clinical Data for Neonatal Bronchopulmonary Dysplasia	Rachit Saluja, Arzu Kovanlikaya, Candace Chien	2025	arxiv 2506.23305
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model	Timo Kaiser, Thomas Norrenbrock, Bodo Rosenhahn	2025	arxiv 2505.05049
Separating Knowledge and Perception with Procedural Data	Adrián Rodríguez-Muñoz, Manel Baradad, Phillip Isola	2025	arxiv 2508.11697
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis	Wenbo Zhang, Junyu Chen, Christopher Kanan	2024	arxiv 2412.02012
GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning	Sahiti Yerramilli, Nilay Pande, Rynaa Grover	2025	arxiv 2506.00785

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