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Research

Papers for “semantic segmentation”

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

TitleAuthorsYearSource
SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture AlignmentGanning Zhao, Wenhui Cui, Suya You2023arxiv 2310.04995
Segmenting Wood Rot using Computer Vision ModelsRoland Kammerbauer, Thomas H. Schmitt, Tobias Bocklet2024arxiv 2409.20137
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence AggregationMaximilian Zenk, David Zimmerer, Fabian Isensee2024arxiv 2406.03323
Unlocking Comics: The AI4VA Dataset for Visual UnderstandingPeter Grönquist, Deblina Bhattacharjee, Bahar Aydemir2024arxiv 2410.20459
OneNet: A Channel-Wise 1D Convolutional U-NetSanghyun Byun, Kayvan Shah, Ayushi Gang2024arxiv 2411.09838
Occlusion-Aware Seamless SegmentationYihong Cao, Jiaming Zhang, Hao Shi2024arxiv 2407.02182
Textured As-Is BIM via GIS-informed Point Cloud SegmentationMohamed S. H. Alabassy2024arxiv 2411.18898
Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous DrivingJon Gutiérrez-Zaballa, Koldo Basterretxea, Javier Echanobe2024arxiv 2411.17543
LiDAR-Camera Fusion for Video Panoptic Segmentation without Video TrainingFardin Ayar, Ehsan Javanmardi, Manabu Tsukada2024arxiv 2412.20881
Pamba: Enhancing Global Interaction in Point Clouds via State Space ModelZhuoyuan Li, Yubo Ai, Jiahao Lu2024arxiv 2406.17442
Localization Under Consistent Assumptions Over DynamicsMatti Pekkanen, Francesco Verdoja, Ville Kyrki2023arxiv 2305.16702
Text Change Detection in Multilingual Documents Using Image ComparisonDoyoung Park, Naresh Reddy Yarram, Sunjin Kim2024arxiv 2412.04137
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-TuningDaniele Rege Cambrin, Giuseppe Gallipoli, Irene Benedetto2024arxiv 2409.13641
Break a Lag: Triple Exponential Moving Average for Enhanced OptimizationRoi Peleg, Yair Smadar, Teddy Lazebnik2023arxiv 2306.01423
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language AlignmentCijo Jose, Théo Moutakanni, Dahyun Kang2024arxiv 2412.16334
LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role ClassificationShubham Kumar Nigam, Tanmay Dubey, Govind Sharma2025arxiv 2502.05836
Multi-dataset synergistic in supervised learning to pre-label structural components in point clouds from shell construction scenesLukas Rauch, Thomas Braml2025arxiv 2502.14721
OpenVox: Real-time Instance-level Open-vocabulary Probabilistic Voxel RepresentationYinan Deng, Bicheng Yao, Yihang Tang2025arxiv 2502.16528
Predictive Uncertainty Quantification for Bird's Eye View Segmentation: A Benchmark and Novel Loss FunctionLinlin Yu, Bowen Yang, Tianhao Wang2024arxiv 2405.20986
CAPE: Connectivity-Aware Path Enforcement Loss for Curvilinear Structure DelineationElyar Esmaeilzadeh, Ehsan Garaaghaji, Farzad Hallaji Azad2025arxiv 2504.00753