Research output per year
Research output per year
Research output
- 1 - 50 out of 241 results
Search results
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2025
Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation
Liu, K., Zhu, Z., Liu, H. & Hou, J., 11 Jun 2025, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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A No-Reference Quality Assessment Model for Screen Content Videos via Hierarchical Spatiotemporal Perception
Liu, Z., Zeng, H., Chen, J., Ding, R., Shi, Y. & Hou, J., Feb 2025, In: IEEE Transactions on Circuits and Systems for Video Technology. 35, 2, 15 p., 10697204.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Boosting 3D Object Detection with Semantic-Aware Multi-Branch Framework
Jing, H., Wang, A., Zhao, L., Yang, Y., Bu, D., Zhang, J., Zhang, Y. & Hou, J., Jun 2025, In: IEEE Transactions on Circuits and Systems for Video Technology. 35, 6, p. 5697 - 5710Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Citation (Scopus) -
CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning
Chen, T., Liu, H., Lim, C. H., See, J., Gao, X., Hou, J. & Lin, W., Jun 2025, In: IEEE Transactions on Circuits and Systems for Video Technology.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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DDM: A Metric for Comparing 3D Shapes Using Directional Distance Fields
Ren, S., Hou, J., Chen, X., Xiong, H. & Wang, W., 15 Apr 2025, (Online published) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Citation (Scopus) -
Editorial for Special Issue on Three-dimensional Point Cloud Data Modeling, Processing, and Analysis
Hou, J., Yuan, H., Ma, Z. & Liu, S., 23 Apr 2025, In: APSIPA Transactions on Signal and Information Processing. 14, 2, e109.Research output: Journal Publications and Reviews › Editorial Preface
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Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images
Tang, Y., Zhang, Q., Liu, Y. & Hou, J., 18 Mar 2025, (Online published) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 1-17Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Irregular Tensor Low-Rank Representation for Hyperspectral Image Representation
Han, B., Jia, Y., Liu, H. & Hou, J., 26 May 2025, (Online published) In: IEEE Transactions on Image Processing.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion
Wu, L., Zhang, Q., Hou, J. & Xu, Y., 2025, In: IEEE Transactions on Multimedia. 27, p. 940-953Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Citation (Scopus) -
Mixed Blessing: Class-Wise Embedding guided Instance-Dependent Partial Label Learning
Yang, F., Cheng, J., Liu, H., Dong, Y., Jia, Y. & Hou, J., 20 Jul 2025, KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1. Association for Computing Machinery, p. 1763-1772Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Modeling State Shifting via Local-Global Distillation for Event-Frame Gaze Tracking
Zhu, Z. (Co-first Author), Hou, J. (Co-first Author), Li, J., Wu, J. & Hou, J., 19 Jun 2025, (Online published) In: IEEE Transactions on Mobile Computing.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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MoDGS: Dynamic Gaussian Splatting from Casually-captured Monocular Videos with Depth Priors
Liu, Q. (Co-first Author), Liu, Y. (Co-first Author), Wang , J., Lyv, X., Wang, P., Wang, W. & Hou, J., 26 Apr 2025. 27 p.Research output: Conference Papers › RGC 32 - Refereed conference paper (without host publication) › peer-review
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Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds
Yang, C., Zhou, Y., Wei, G., Ma, L., Hou, J., Liu, Y. & Wang, W., 23 Apr 2025, (Online published) In: IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 1-15Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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NVS-Solver: Video Diffusion Model as Zero-shot Novel View Synthesizer
You, M. (Co-first Author), Zhu, Z. (Co-first Author), Liu, H. & Hou, J., 2025, 13th International Conference on Learning Representations (ICLR 2025). International Conference on Learning Representations, ICLRResearch output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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ParaSolver: A Hierarchical Parallel Integral Solver for Diffusion Models
Lu, J. (Co-first Author), Zhu, Z. (Co-first Author) & Hou, J., 2025.Research output: Conference Papers › RGC 32 - Refereed conference paper (without host publication) › peer-review
Open Access -
PointMCD: Boosting Deep Point Cloud Encoders via Multi-view Cross-modal Distillation for 3D Shape Recognition
Zhang, Q., Hou, J. & Qian, Y., 2025, In: IEEE Transactions on Multimedia. 27, p. 754-767 14 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
8 Citations (Scopus) -
Rendering-Oriented 3D Point Cloud Attribute Compression using Sparse Tensor-based Transformer
Huo, X., Hou, J., Wan, S. & Yang, F., 28 Feb 2025, (Online published) In: IEEE Transactions on Circuits and Systems for Video Technology.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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RigGS: Rigging of 3D Gaussians for Modeling Articulated Objects in Videos
Yao, Y., Deng, Z. & Hou, J., 2025, (Accepted/In press/Filed) IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2025.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Shape as Line Segments: Accurate and Flexible Implicit Surface Representation
Ren, S. & Hou, J., Apr 2025, 13th International Conference on Learning Representations (ICLR 2025).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Synthetic-To-Real Video Person Re-ID
Zhang, X., Han, R., Wang, L., Song, L., Hou, J. & Feng, W., 29 May 2025, (Online published) In: IEEE Transactions on Information Forensics and Security.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Unsupervised 3D Point Cloud Completion via Multi-view Adversarial Learning
Wu, L., Cheng, X., Xu, Y., Zeng, H. & Hou, J., 9 Apr 2025, (Online published) In: IEEE Transactions on Visualization and Computer Graphics.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Unveiling the Power of Self-Supervision for Multi-View Multi-Human Association and Tracking
Feng, W., Wang, F., Han, R., Gan, Y., Qian, Z., Hou, J. & Wang, S., Jan 2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 1, p. 351-368 18 p., 10684138.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Citations (Scopus) -
2024
3D Shape Completion on Unseen Categories: A Weakly-Supervised Approach
Wu, L., Hou, J., Song, L. & Xu, Y., 12 Sept 2024, (Online published) In: IEEE Transactions on Visualization and Computer Graphics.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Citation (Scopus) -
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks
Zhang, Y., Hou, J. & Yuan, Y., May 2024, In: International Journal of Computer Vision. 132, 5, p. 1592-1624Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
19 Citations (Scopus) -
Decoupling Dynamic Monocular Videos for Dynamic View Synthesis
You, M. & Hou, J., 26 Jul 2024, (Online published) In: IEEE Transactions on Visualization and Computer Graphics. p. 1-13Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Deep Diversity-Enhanced Feature Representation of Hyperspectral Images
Hou, J., Zhu, Z., Hou, J., Liu, H., Zeng, H. & Meng, D., Dec 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 8123-8138Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
3 Citations (Scopus) -
Dynamic 3D Point Cloud Sequences as 2D Videos
Zeng, Y., Hou, J., Zhang, Q., Ren, S. & Wang, W., Dec 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 9371-9386Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
3 Citations (Scopus) -
DynoSurf: Neural Deformation-Based Temporally Consistent Dynamic Surface Reconstruction
Yao, Y., Ren, S., Hou, J., Deng, Z., Zhang, J. & Wang, W., 25 Oct 2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXXIII. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, Cham, p. 271-288 (Lecture Notes in Computer Science; vol. 15091).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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E-Motion: Future Motion Simulation via Event Sequence Diffusion
Wu, S., Zhu, Z., Hou, J., Shi, G. & Wu, J., 2024, NeurIPS Proceedings: Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Vol. 37. (Advances in Neural Information Processing Systems; vol. 37).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Enhancing Low-light Light Field Images with A Deep Compensation Unfolding Network
Lyu, X. & Hou, J., 2024, In: IEEE Transactions on Image Processing. 33, p. 4131-4144Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
3 Citations (Scopus) -
FairMatch: Promoting Partial Label Learning by Unlabeled Samples
Jiang, J., Jia, Y., LIU, H. & Hou, J., Aug 2024, KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1269-1278 10 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
1 Citation (Scopus) -
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models
Zhang, Y. & Hou, J., Dec 2024, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems (NeurIPS), 34 p. (Advances in Neural Information Processing Systems).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Flatten Anything: Unsupervised Neural Surface Parameterization
Zhang, Q., Hou, J., Wang, W. & He, Y., 2024, NeurIPS Proceedings: Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems (NeurIPS), (Advances in Neural Information Processing Systems).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Guest editorial: Deep learning-based point cloud processing, compression and analysis
Zhang, Y., Hamzaoui, R., Wang, X., Hou, J. & Valenzise, G., Jul 2024, In: Electronics Letters. 60, 14, e13266.Research output: Journal Publications and Reviews › Editorial Preface
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Light Field Depth Estimation via Stitched Epipolar Plane Images
Zhou, P., Shi, L., Liu, X., Jin, J., Zhang, Y. & Hou, J., Oct 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 10, p. 6866-6879Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
6 Citations (Scopus) -
Noisy Label Removal for Partial Multi-Label Learning
Yang, F., Jia, Y., Liu, H., Dong, Y. & Hou, J., Aug 2024, KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3724-3735 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
1 Citation (Scopus) -
On Optimal Sampling for Learning SDF Using MLPs Equipped with Positional Encoding
Lin, G., Yang, L., Liu, Y., Zhang, C., Hou, J., Jin, X., Komura, T., Keyser, J. & Wang, W., 24 Dec 2024, (Online published) In: IEEE Transactions on Visualization and Computer Graphics. 13 p., 10815066.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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PointVST: Self-Supervised Pre-Training for 3D Point Clouds Via View-Specific Point-to-Image Translation
Zhang, Q. & Hou, J., Oct 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 10, p. 6900-6912 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
7 Citations (Scopus) -
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
Liu, K. (Co-first Author), Zhu, Z. (Co-first Author), Li, C. (Co-first Author), Liu, H., Zeng, H. & Hou, J., Dec 2024, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems (NeurIPS), 36 p. (Advances in Neural Information Processing Systems).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising
Lyu, X. & Hou, J., Jun 2024, In: International Journal of Computer Vision. 132, 6, p. 2255–2275 21 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Citations (Scopus) -
RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering
Lyu, X., Liu, H. & Hou, J., 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. New York, NY, United States: Association for Computing Machinery, p. 10920-10929 10 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
1 Citation (Scopus) -
Rethinking the One-shot Object Detection: Cross-Domain Object Search
Zhang, Y., Zheng, S., Han, R., Feng, Y., Hou, J., Song, L., Feng, W. & Wan, L., 28 Oct 2024, MM '24: Proceedings of the 32nd ACM International Conference on Multimedia. New York, NY, United States: Association for Computing Machinery, p. 9573-9581 9 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens
Chen, Z., ZHU, Z., ZHANG, Y., HOU, J., Shi, G. & Wu, J., 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Ceballos, C. (ed.). IEEE, p. 3890-3900 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
2 Citations (Scopus) -
Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection
Zhang, Y., Zhu, Z., Hou, J. & Wu, D., Dec 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 10614-10628Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
3 Citations (Scopus) -
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images
Qi, J., Jia, Y., Liu, H. & Hou, J., Nov 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 11, p. 11360-11372Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Tucker Decomposition and Log-Gabor Feature-Based Quality Assessment for the Screen Content Videos
Huang, H., Zeng, H., Chen, J., Hou, J., Hsia, C.-H. & Ma, K.-K., 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, 5016113.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
3 Citations (Scopus) -
Unsupervised video-based action recognition using two-stream generative adversarial network
Lin, W., Zeng, H., Zhu, J., Hsia, C.-H., Hou, J. & Ma, K.-K., Mar 2024, In: Neural Computing and Applications. 36, 9, p. 5077-5091 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
3 Citations (Scopus) -
沉浸式视频编码技术综述
Translated title of the contribution :Overview of Immersive Video Coding Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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2023
6DoF视频技术研究进展
Translated title of the contribution :Research progress of six degree of freedom (6DoF) video technology Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
3 Citations (Scopus) -
A Two-level Rectification Attention Network for Scene Text Recognition
Wu, L., Xu, Y., Hou, J., Chen, C. L. P. & Liu, C.-L., 2023, In: IEEE Transactions on Multimedia. 25, p. 2404-2414Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
26 Citations (Scopus)