MMDetection: Open MMLab Detection Toolbox and Benchmark

Kai Chen, Jiaqi Wang, Jiangmiao Pang, +22

arXiv (Cornell University)

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningMeasurement +20

Semantic Image Segmentation via Deep Parsing Network

Ziwei Liu, Xiaoxiao Li, Ping Luo, +2

Structured PredictionGeometric LearningScene AnalysisEngineeringMachine Learning +14

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade

Xiaoxiao Li, Ziwei Liu, Ping Luo, +2

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningDifficulty-aware Semantic Segmentation +17

Deep Flow-Guided Video Inpainting

Rui Xu, Xiaoxiao Li, Bolei Zhou, +1

Temporal CoherenceMachine VisionImage AnalysisMachine LearningEngineering +9

Deep Learning Markov Random Field for Semantic Segmentation

Ziwei Liu, Xiaoxiao Li, Ping Luo, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

Structured PredictionGeometric LearningScene AnalysisEngineeringMachine Learning +15

Semantic Image Segmentation via Deep Parsing Network

Ziwei Liu, Xiaoxiao Li, Ping Luo, +2

arXiv (Cornell University)

Structured PredictionGeometric LearningScene AnalysisEngineeringMachine Learning +14

Hybrid Task Cascade for Instance Segmentation

Kai Chen, Jiangmiao Pang, Jiaqi Wang, +9

arXiv (Cornell University)

Artificial IntelligenceConvolutional Neural NetworkScene AnalysisHybrid Task CascadeMachine Learning +16

Regional feature fusion for on-road detection of objects using camera and 3D-LiDAR in high-speed autonomous vehicles

Qingyu Wu, Xiaoxiao Li, Kang Wang, +1

Soft Computing

Machine VisionImage AnalysisHigh-speed Autonomous VehiclesEngineeringAutonomous Vehicles +12

Video Object Segmentation with Re-identification

Xiaoxiao Li, Yuankai Qi, Zhe Wang, +6

arXiv (Cornell University)

Scene AnalysisImage AnalysisMachine VisionMachine LearningVideo Object Segmentation +13

MISSU: 3D Medical Image Segmentation via Self-Distilling TransUNet

Nan Wang, Shaohui Lin, Xiaoxiao Li, +4

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningAutoencoders +18