IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks

Liangzhi Li, Manisha Verma, Yuta Nakashima, +2

EngineeringMachine LearningVessel NetworksRetinal Vessel SegmentationImage Classification +20

The largest inertial sensor-based gait database and performance evaluation of gait-based personal authentication

Trung Thanh Ngo, Yasushi Makihara, Hajime Nagahara, +2

Pattern Recognition

Gait AnalysisWearable SystemPhysical ActivityInertial SensorsKinesiology +12

Flexible Depth of Field Photography

Sujit Kuthirummal, Hajime Nagahara, Changyin Zhou, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

Geometric ModelingLight Field ImagingScene DepthsMachine VisionImage Analysis +13

Similar gait action recognition using an inertial sensor

Trung Thanh Ngo, Yasushi Makihara, Hajime Nagahara, +2

Pattern Recognition

Gait AnalysisKinesiologyMachine VisionEngineeringInertial Sensor +8

TransCut: Transparent Object Segmentation from a Light-Field Image

Yichao Xu, Hajime Nagahara, Atsushi Shimada, +1

Light Field ImagingScene AnalysisMachine VisionImage AnalysisEngineering +12

Light Field Distortion Feature for Transparent Object Recognition

Kazuki Maeno, Hajime Nagahara, Atsushi Shimada, +1

Light Field ImagingTransparent Object RecognitionMachine VisionFeature DetectionImage Analysis +10

Shape and light directions from shading and polarization

Trung Thanh Ngo, Hajime Nagahara, Rin-ichiro Taniguchi

Geometric ModelingSmooth Dielectric ObjectIllumination ModelingEngineeringPhysics +12

SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition

Liangzhi Li, Bowen Wang, Manisha Verma, +3

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Learning Bottleneck Concepts in Image Classification

Bowen Wang, Liangzhi Li, Yuta Nakashima, +1

Artificial IntelligenceEngineeringMachine LearningObject CategorizationLanguage Processing +19

Performance evaluation of gait recognition using the largest inertial sensor-based gait database

Ngo Thanh Trung, Yasushi Makihara, Hajime Nagahara, +2

Gait AnalysisPhysical ActivityEngineeringBiometricsAccelerometer +18