Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues	Wei Zeng, Theo Gevers	2017	arxiv 1711.11379
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks	Yupei Wang, Xin Zhao, Yin Li	2018	arxiv 1801.02439
SegET: Deep Neural Network with Rich Contextual Features for Cellular Structures Segmentation in Electron Tomography Image	Enze Zhang, Fa Zhang, Zhiyong Liu	2018	arxiv 1811.11729
Segmentation Guided Image-to-Image Translation with Adversarial Networks	Songyao Jiang, Zhiqiang Tao, Yun Fu	2019	arxiv 1901.01569
Automatic classification of geologic units in seismic images using partially interpreted examples	Bas Peters, Justin Granek, Eldad Haber	2019	arxiv 1901.03786
C2S2: Cost-aware Channel Sparse Selection for Progressive Network Pruning	Chih-Yao Chiu, Hwann-Tzong Chen, Tyng-Luh Liu	2019	arxiv 1904.03508
Complexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds	Martin Simon, Karl Amende, Andrea Kraus	2019	arxiv 1904.07537
ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations	Shuai Zheng, Fan Yang, M. Hadi Kiapour	2018	arxiv 1807.01394
Panoptic Segmentation	Alexander Kirillov, Kaiming He, Ross Girshick	2018	arxiv 1801.00868
IMEXnet: A Forward Stable Deep Neural Network	Eldad Haber, Keegan Lensink, Eran Treister	2019	arxiv 1903.02639
Road Segmentation with Image-LiDAR Data Fusion	Huafeng Liu, Yazhou Yao, Zeren Sun	2019	arxiv 1905.11559
Dynamic Scale Inference by Entropy Minimization	Dequan Wang, Evan Shelhamer, Bruno Olshausen	2019	arxiv 1908.03182
Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement	Cheng Peng, Wei-An Lin, Haofu Liao	2019	arxiv 1908.05599
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation	Simone Bonechi, Paolo Andreini, Monica Bianchini	2019	arxiv 1904.00818
AdaptIS: Adaptive Instance Selection Network	Konstantin Sofiiuk, Olga Barinova, Anton Konushin	2019	arxiv 1909.07829
Adaptive Masked Proxies for Few-Shot Segmentation	Mennatullah Siam, Boris Oreshkin, Martin Jagersand	2019	arxiv 1902.11123
Addressing Failure Prediction by Learning Model Confidence	Charles Corbière, Nicolas Thome, Avner Bar-Hen	2019	arxiv 1910.04851
SENSE: a Shared Encoder Network for Scene-flow Estimation	Huaizu Jiang, Deqing Sun, Varun Jampani	2019	arxiv 1910.12361
Label Super Resolution with Inter-Instance Loss	Maozheng Zhao, Le Hou, Han Le	2019	arxiv 1904.04429
High-Order Paired-ASPP Networks for Semantic Segmenation	Yu Zhang, Xin Sun, Junyu Dong	2020	arxiv 2002.07371

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