Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Superpixels Based Segmentation and SVM Based Classification Method to Distinguish Five Diseases from Normal Regions in Wireless Capsule Endoscopy	Omid Haji Maghsoudi	2017	arxiv 1711.06616
Semantic-Preserving Image Coding based on Conditional Diffusion Models	Francesco Pezone, Osman Musa, Giuseppe Caire	2023	arxiv 2310.15737
Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks	Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez	2017	arxiv 1701.04658
Instance Flow Based Online Multiple Object Tracking	Sebastian Bullinger, Christoph Bodensteiner, Michael Arens	2017	arxiv 1703.01289
WordFence: Text Detection in Natural Images with Border Awareness	Andrei Polzounov, Artsiom Ablavatski, Sergio Escalera	2017	arxiv 1705.05483
SegICP-DSR: Dense Semantic Scene Reconstruction and Registration	Jay M. Wong, Syler Wagner, Connor Lawson	2017	arxiv 1711.02216
Depth Not Needed - An Evaluation of RGB-D Feature Encodings for Off-Road Scene Understanding by Convolutional Neural Network	Christopher J. Holder, Toby P. Breckon, Xiong Wei	2018	arxiv 1801.01235
Approximate Query Matching for Image Retrieval	Abhijit Suprem, Polo Chau	2018	arxiv 1803.05401
Deeply supervised salient object detection with short connections	Qibin Hou, Ming-Ming Cheng, Xiao-Wei Hu	2016	arxiv 1611.04849
Multimodal Recurrent Neural Networks with Information Transfer Layers for Indoor Scene Labeling	Abrar H. Abdulnabi, Bing Shuai, Zhen Zuo	2018	arxiv 1803.04687
Single-Shot Object Detection with Enriched Semantics	Zhishuai Zhang, Siyuan Qiao, Cihang Xie	2017	arxiv 1712.00433
CReaM: Condensed Real-time Models for Depth Prediction using Convolutional Neural Networks	Andrew Spek, Thanuja Dharmasiri, Tom Drummond	2018	arxiv 1807.08931
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes	Pengyuan Lyu, Minghui Liao, Cong Yao	2018	arxiv 1807.02242
Self-Erasing Network for Integral Object Attention	Qibin Hou, Peng-Tao Jiang, Yunchao Wei	2018	arxiv 1810.09821
Net2Brain: A Toolbox to compare artificial vision models with human brain responses	Domenic Bersch, Kshitij Dwivedi, Martina Vilas	2022	arxiv 2208.09677
Inverse Evolution Layers: Physics-informed Regularizers for Deep Neural Networks	Chaoyu Liu, Zhonghua Qiao, Chao Li	2023	arxiv 2307.07344
Geometric Deep Learning and Equivariant Neural Networks	Jan E. Gerken, Jimmy Aronsson, Oscar Carlsson	2021	arxiv 2105.13926
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy	Luca Clissa, Antonio Macaluso, Roberto Morelli	2023	arxiv 2307.14243
Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning	Shiyu Tang, Peijun Tang, Yanxiang Gong	2021	arxiv 2103.12371
DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation	Seunghun Lee, Sunghyun Cho, Sunghoon Im	2021	arxiv 2103.13447

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