Zhe L. Lin

According to our database1, Zhe L. Lin authored at least 109 papers between 2005 and 2019.

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Bibliography

2019
Robot learning of manipulation activities with overall planning through precedence graph.
Robotics and Autonomous Systems, 2019

Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Photo-Sketching: Inferring Contour Drawings From Images.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

SmartEye: Assisting Instant Photo Taking via Integrating User Preference with Deep View Proposal Network.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
DeepLens: shallow depth of field from a single image.
ACM Trans. Graph., 2018

Top-Down Neural Attention by Excitation Backprop.
International Journal of Computer Vision, 2018

Learning to Detect Multiple Photographic Defects.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Sequence-to-Segment Networks for Segment Detection.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Active Object Perceiver: Recognition-Guided Policy Learning for Object Searching on Mobile Robots.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers.
Proceedings of the 6th International Conference on Learning Representations, 2018

Compositing-Aware Image Search.
Proceedings of the Computer Vision - ECCV 2018, 2018

Concept Mask: Large-Scale Segmentation from Semantic Concepts.
Proceedings of the Computer Vision - ECCV 2018, 2018

Contextual-Based Image Inpainting: Infer, Match, and Translate.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning to Blend Photos.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning to Understand Image Blur.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Generative Image Inpainting With Contextual Attention.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

MAttNet: Modular Attention Network for Referring Expression Comprehension.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Good View Hunting: Learning Photo Composition From Dense View Pairs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Progressive Attention Networks for Visual Attribute Prediction.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Predicting Scene Parsing and Motion Dynamics in the Future.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Personalized Image Aesthetics.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Recurrent Multimodal Interaction for Referring Image Segmentation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

FoveaNet: Perspective-Aware Urban Scene Parsing.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Video Scene Parsing with Predictive Feature Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Scene Parsing with Global Context Embedding.
Proceedings of the IEEE International Conference on Computer Vision, 2017

High-Resolution Image Inpainting Using Multi-scale Neural Patch Synthesis.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Image Harmonization.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Spatial-Semantic Image Search by Visual Feature Synthesis.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Temporal Domain Neural Encoder for Video Representation Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Recognizing and Curating Photo Albums via Event-Specific Image Importance.
Proceedings of the British Machine Vision Conference 2017, 2017

Multiple Instance Visual-Semantic Embedding.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Sky is not the limit: semantic-aware sky replacement.
ACM Trans. Graph., 2016

Fast Appearance Modeling for Automatic Primary Video Object Segmentation.
IEEE Trans. Image Processing, 2016

Discovering Primary Objects in Videos by Saliency Fusion and Iterative Appearance Estimation.
IEEE Trans. Circuits Syst. Video Techn., 2016

Joint Image-Text Representation by Gaussian Visual-Semantic Embedding.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Top-Down Neural Attention by Excitation Backprop.
Proceedings of the Computer Vision - ECCV 2016, 2016

Photo Aesthetics Ranking Network with Attributes and Content Adaptation.
Proceedings of the Computer Vision - ECCV 2016, 2016

Unconstrained Salient Object Detection via Proposal Subset Optimization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Event-Specific Image Importance.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Multi-level Contextual Model for Person Recognition in Photo Albums.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Automatic Content-Aware Color and Tone Stylization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Shortlist Selection with Residual-Aware Distance Estimator for K-Nearest Neighbor Search.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Rating Image Aesthetics Using Deep Learning.
IEEE Trans. Multimedia, 2015

Image-Specific Prior Adaptation for Denoising.
IEEE Trans. Image Processing, 2015

Adaptive Metric Learning for Saliency Detection.
IEEE Trans. Image Processing, 2015

Inner and Inter Label Propagation: Salient Object Detection in the Wild.
IEEE Trans. Image Processing, 2015

Subcategory-Aware Object Detection.
IEEE Signal Process. Lett., 2015

Discriminative feature learning from big data for visual recognition.
Pattern Recognition, 2015

Data-Driven Automatic Cropping Using Semantic Composition Search.
Comput. Graph. Forum, 2015

Scalable Similarity Learning Using Large Margin Neighborhood Embedding.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Learning an Aesthetic Photo Cropping Cascade.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Tree-Based Locally Linear Regression for Image Denoising.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Minimum Barrier Salient Object Detection at 80 FPS.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Joint Object and Part Segmentation Using Deep Learned Potentials.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Deep Multi-patch Aggregation Network for Image Style, Aesthetics, and Quality Estimation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Salient Object Subitizing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

PatchCut: Data-driven object segmentation via local shape transfer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Towards unified depth and semantic prediction from a single image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A convolutional neural network cascade for face detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Collaborative feature learning from social media.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Prototype-Based Methods for Human Movement Modeling.
Computer Vision, A Reference Guide, 2014

Spatially-Constrained Similarity Measurefor Large-Scale Object Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Rao-Blackwellized particle filtering with Gaussian mixture models for robust visual tracking.
Computer Vision and Image Understanding, 2014

GPU Asynchronous Stochastic Gradient Descent to Speed Up Neural Network Training.
Proceedings of the 2nd International Conference on Learning Representations, 2014

RAPID: Rating Pictorial Aesthetics using Deep Learning.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Automatic Image Cropping using Visual Composition, Boundary Simplicity and Content Preservation Models.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Consensus of Regression for Occlusion-Robust Facial Feature Localization.
Proceedings of the Computer Vision - ECCV 2014, 2014

Nonparametric Context Modeling of Local Appearance for Pose- and Expression-Robust Facial Landmark Localization.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Efficient Boosted Exemplar-Based Face Detection.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Distance Encoded Product Quantization.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Eigen-PEP for Video Face Recognition.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

A unified tree-based framework for joint action localization, recognition and segmentation.
Computer Vision and Image Understanding, 2013

Exemplar-Based Graph Matching for Robust Facial Landmark Localization.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Text Localization in Natural Images Using Stroke Feature Transform and Text Covariance Descriptors.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Fast Image Super-Resolution Based on In-Place Example Regression.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Exemplar-Based Face Parsing.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Detecting and Aligning Faces by Image Retrieval.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Probabilistic Elastic Matching for Pose Variant Face Verification.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Large Displacement Optical Flow from Nearest Neighbor Fields.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Coupled Dictionary Training for Image Super-Resolution.
IEEE Trans. Image Processing, 2012

Fusing Multiple Independent Estimates via Spectral Clustering for Robust Visual Tracking.
IEEE Signal Process. Lett., 2012

Recognizing Human Actions by Learning and Matching Shape-Motion Prototype Trees.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Class consistent k-means: Application to face and action recognition.
Computer Vision and Image Understanding, 2012

Video upscaling via spatio-temporal self-similarity.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Multi-scale shared features for cascade object detection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Mobile Product Image Search by Automatic Query Object Extraction.
Proceedings of the Computer Vision - ECCV 2012, 2012

Interactive Facial Feature Localization.
Proceedings of the Computer Vision - ECCV 2012, 2012

Bilevel sparse coding for coupled feature spaces.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Object retrieval and localization with spatially-constrained similarity measure and k-NN re-ranking.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Learning a discriminative dictionary for sparse coding via label consistent K-SVD.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Shape-Based Human Detection and Segmentation via Hierarchical Part-Template Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

A Local Bag-of-Features Model for Large-Scale Object Retrieval.
Proceedings of the Computer Vision - ECCV 2010, 2010

A Tree-Based Approach to Integrated Action Localization, Recognition and Segmentation.
Proceedings of the Trends and Topics in Computer Vision, 2010

2009
Modeling Shape, Appearance and Motion for Human Movement Analysis.
PhD thesis, 2009

Recognizing actions by shape-motion prototype trees.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Multiple instance fFeature for robust part-based object detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Learning Pairwise Dissimilarity Profiles for Appearance Recognition in Visual Surveillance.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

A Pose-Invariant Descriptor for Human Detection and Segmentation.
Proceedings of the Computer Vision, 2008

2007
An Interactive Approach to Pose-Assisted and Appearance-based Segmentation of Humans.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Hierarchical Part-Template Matching for Human Detection and Segmentation.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

UMD_VDT, an Integration of Detection and Tracking Methods for Multiple Human Tracking.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

Simultaneous Appearance Modeling and Segmentation for Matching People Under Occlusion.
Proceedings of the Computer Vision, 2007

2005
Robust Invariant Features for Object Recognition and Mobile Robot Navigation.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Recognition-based indoor topological navigation using robust invariant features.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005


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