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Interpretable (Explainable) Deep Learning
XCAD (Explainable Computer Aided Diagnosis)
Investigating Interpretability of Deep Networks
Deep learning object detection/recognition
Visual Question Answering using Adaptive Attention Fusion Network
Medical Image Segmentation by using Iterative Deep Encoder-Decoder Network
Spatial-temporal Deep Feature Representation
Multiple Input Space Learning
Deep learning Landmark Detection
Two-step Learning of Deep Convolutional Neural Network for Discriminative Face      Recognition under Varying Illumination
Learning based hole filling method using deep convolutional neural network for view      synthesis
Latent Feature Representation With 3-d Multi-view Deep Convolutional Neural Network for Bilateral Analysis In Digital Breast Tomosynthesis
Pose-robust and Discriminative Feature Representation by Multi-task Deep Learning for      Multi-view Face Recognition
Free view - 3D view/video generation
Visual Quality Assessment of Synthesized 3D video for Free-
     viewpoint TV

Recent Result for 3D Free view generation for in IVY Lab(2015)
Fast Temporally Consistent 3D Video Generation for 3D Video Contents
Multi-view 3D Video Synthesis with Spatio-Temporal Consistency and Binocular
     Symmetry for Free-viewpoint TV
3D Geometric Transformation based View Synthesis for Wide Angle View
Visual Recognition
Intra-Class Variation Reduction for Subject Independent Facial Expression Recognition Collaborative Face Recognition in Social Network Site (SNS)
Video Face Recognition for Surveillance System
Face Detection for Low Power Event Detection in Surveillance System
Video Face Recognition for Surveillance System
Facial Emotion Recognition Using Color Texture Sparsity
Facial Age Classification for Unconstrained Face Images
License Plate Detection and Recognition for Degraded Surveillance Videos
Image Matching and Annotation Using Folksonomy
3D image/video processing
Attention model-based visual comfort assessment for stereoscopic 3D videos
Psychological vision experiments for visual discomfort measurement
     in stereoscopic displays

Stereoscopic 3D quality analyzer and advanced depth control
     in stereoscopic displays

Stereoscopic video analyzer, stereo video capture system
Visual comfort amelioration for 3D image/video
Disparity estimation, 3D image/video rendering, TOF depth camera fusion
Medical image processing (CAD: computer aided detection and diagnosis)
Deep Learning- Automatic Malignancy Detection
Image enhancement
Suspicious region (mass and microcalcification) segmentation
Development of multiresolution local texture features for mass classification
Boosting based Ensemble classifier modeling(design)
Mammography Computer Aided Detection (CAD)
Conspicuity-improved Synthetic Image generation for Digital Breast Tomosynthesis (DBT)
Microcalcification enhancement for detection in DBT projection views
Feature extraction of DBT projection views
DBT Computer Aided Detection (CAD)
Color Face Recognition
Color Face Recognition Algorithms for Low-resolution faces
Investigation of Mismatch Effects on Color Face Recognition Algorithms
Color Face Recognition Algorithms Using Feature Selection
Development of Color Local Texture Features for Color Face Recognition
Digital Broadcasting
Mobile MPEG-7 Application System
Semantic based Video Summary
MPEG-21 based Digital Broadcasting Contents
Content adaptation
Color Adaptation
Modality Conversion Preference And QoS
Video Near Duplication Detection
Realtime near copy detection
Semantic video signature
High performance near copy detection of video
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