Zhizhong Han
Zhizhong Han
Assistant Professor of Computer Science at Wayne State University
Email confirmado em wayne.edu - Página inicial
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Point2sequence: Learning the shape representation of 3d point clouds with an attention-based sequence to sequence network
X Liu, Z Han, YS Liu, M Zwicker
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 8778-8785, 2019
1342019
SeqViews2SeqLabels: Learning 3D global features via aggregating sequential views by RNN with attention
Z Han, M Shang, Z Liu, CM Vong, YS Liu, M Zwicker, J Han, CLP Chen
IEEE Transactions on Image Processing 28 (2), 658-672, 2018
1032018
View Inter-Prediction GAN: Unsupervised representation learning for 3D shapes by learning global shape memories to support local view predictions
Z Han, M Shang, YS Liu, M Zwicker
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 8376-8384, 2019
652019
Point cloud completion by skip-attention network with hierarchical folding
X Wen, T Li, Z Han, YS Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
562020
3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN with Hierarchical Attention Aggregation
Z Han, H Lu, Z Liu, CM Vong, YS Liu, M Zwicker, J Han, CLP Chen
IEEE Transactions on Image Processing, 2019
562019
Sdfdiff: Differentiable rendering of signed distance fields for 3d shape optimization
Y Jiang, D Ji, Z Han, M Zwicker
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
472020
Unsupervised 3D local feature learning by circle convolutional restricted Boltzmann machine
Z Han, Z Liu, J Han, CM Vong, S Bu, X Li
IEEE Transactions on Image Processing 25 (11), 5331-5344, 2016
472016
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds from Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction
Z Han, X Wang, YS Liu, M Zwicker
International Conference on Computer Vision, 2019, 2019
452019
Mesh convolutional restricted Boltzmann machines for unsupervised learning of features with structure preservation on 3-D meshes
Z Han, Z Liu, J Han, CM Vong, S Bu, CLP Chen
IEEE transactions on neural networks and learning systems 28 (10), 2268-2281, 2016
442016
Deep spatiality: Unsupervised learning of spatially-enhanced global and local 3D features by deep neural network with coupled softmax
Z Han, Z Liu, CM Vong, YS Liu, S Bu, J Han, CLP Chen
IEEE Transactions on Image Processing 27 (6), 3049-3063, 2018
432018
L2G Auto-encoder: Understanding Point Clouds by Local-to-Global Reconstruction with Hierarchical Self-Attention
X Liu, Z Han, X Wen, YS Liu, M Zwicker
ACM International Conference on Multimedia, 2019
372019
Unsupervised learning of 3-D local features from raw voxels based on a novel permutation voxelization strategy
Z Han, Z Liu, J Han, CM Vong, S Bu, CLP Chen
IEEE transactions on cybernetics 49 (2), 481-494, 2017
322017
BoSCC: Bag of spatial context correlations for spatially enhanced 3D shape representation
Z Han, Z Liu, CM Vong, YS Liu, S Bu, J Han, CLP Chen
IEEE Transactions on Image Processing 26 (8), 3707-3720, 2017
322017
Y2Seq2Seq: Cross-modal representation learning for 3D shape and text by joint reconstruction and prediction of view and word sequences
Z Han, M Shang, X Wang, YS Liu, M Zwicker
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 126-133, 2019
282019
3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention
Z Han, X Wang, CM Vong, YS Liu, M Zwicker, CL Chen
International Joint Conference on Artificial Intelligence, 2019, 2019
272019
Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple Views
Z Han, X Liu, YS Liu, M Zwicker
International Joint Conference on Artificial Intelligence, 2019, 2019
262019
Render4completion: Synthesizing multi-view depth maps for 3d shape completion
T Hu, Z Han, A Shrivastava, M Zwicker
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
262019
3D shape completion with multi-view consistent inference
T Hu, Z Han, M Zwicker
Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 10997 …, 2020
202020
CF-SIS: Semantic-instance segmentation of 3D point clouds by context fusion with self-attention
X Wen, Z Han, G Youk, YS Liu
Proceedings of the 28th ACM International Conference on Multimedia, 1661-1669, 2020
172020
Point2SpatialCapsule: Aggregating features and spatial relationships of local regions on point clouds using spatial-aware capsules
X Wen, Z Han, X Liu, YS Liu
IEEE Transactions on Image Processing 29, 8855-8869, 2020
162020
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