Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
GeoGuide: Hierarchical Geometric Guidance for Open-Vocabulary 3D Semantic Segmentation	Xujing Tao, Chuxin Wang, Yubo Ai	2026	arxiv 2603.26260
DINOde: Continuous Vision-Text Alignment for Open-Vocabulary Semantic Segmentation	Sung-Hoon Yoon, Hoyong Kwon, Changgyoon Oh	2026	arxiv 2607.21371
Semantic Segmentation-Driven Image-Level Diagnosis of Liver Cancers in Hematoxylin and Eosin Histopathology Images	Ivica Kopriva, Dario Sitnik, Arijana Pacic	2026	arxiv 2607.03253
Evaluation of Deep Learning Semantic Segmentation for Land Cover Mapping on Multispectral, Hyperspectral and High Spatial Aerial Imagery	Ilham Adi Panuntun, Ying-Nong Chen, Ilham Jamaluddin	2024	arxiv 2406.14220
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation	Xiaokang Chen, Kwan-Yee Lin, Jingbo Wang	2020	arxiv 2007.09183
High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight	Cédric Vincent, Taehyoung Kim, Henri Mee\ss	2025	arxiv 2503.15676
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation	Miaoyu Li, Yachao Zhang, Xu MA	2023	arxiv 2308.06530
Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation	Aniruddh Sikdar, Jayant Teotia, Suresh Sundaram	2023	arxiv 2312.02240
EndoARSS: Adapting Spatially-Aware Foundation Model for Efficient Activity Recognition and Semantic Segmentation in Endoscopic Surgery	Guankun Wang, Rui Tang, Mengya Xu	2025	arxiv 2506.06830
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks	Bodhiswatta Chatterjee, Charalambos Poullis	2019	arxiv 1912.09216
FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution	Zhanpeng Zhang, Kaipeng Zhang	2020	arxiv 2003.03913
Uncertainty Measures and Prediction Quality Rating for the Semantic Segmentation of Nested Multi Resolution Street Scene Images	Matthias Rottmann, Marius Schubert	2019	arxiv 1904.04516
One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model	Wonho Bae, Junhyug Noh, Milad Jalali Asadabadi	2022	arxiv 2205.01233
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU	Hugo Tessier, Vincent Gripon, Mathieu Léonardon	2022	arxiv 2206.06255
Semantic segmentation of trajectories with improved agent models for pedestrian behavior analysis	Toru Tamaki, Daisuke Ogawa, Bisser Raytchev	2019	arxiv 1912.05727
Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization	Junhao Yan, Woonsok Lee	2021	arxiv 2110.07376
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation	Duo Peng, Ping Hu, Qiuhong Ke	2023	arxiv 2308.12350
ICFRNet: Image Complexity Prior Guided Feature Refinement for Real-time Semantic Segmentation	Xin Zhang, Teodor Boyadzhiev, Jinglei Shi	2024	arxiv 2408.13771
Towards Explainable LiDAR Point Cloud Semantic Segmentation via Gradient Based Target Localization	Abhishek Kuriyal, Vaibhav Kumar	2024	arxiv 2402.12098
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment	Amirsaeed Yazdani, Xuelu Li, Vishal Monga	2023	arxiv 2308.14904

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