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2020 – today
- 2024
[j83]Yi Zhang
, Ce Zhang, Yushun Tang, Zhihai He:
Cross-Modal Concept Learning and Inference for Vision-Language Models. Neurocomputing 583: 127530 (2024)- [j82]Zhongchao Huang, Jing Li, Zhihai He:
Full-coverage unobtrusive health monitoring of elders at homes. Internet Things 26: 101182 (2024) - [j81]Ce Zhang, Kailiang Wu, Zhihai He:
Critical Sampling for Robust Evolution Operator Learning of Unknown Dynamical Systems. IEEE Trans. Artif. Intell. 5(6): 2856-2871 (2024) - [j80]Wenming Cao, Aoyu Zhang, Zhihai He, Yicha Zhang, Xinpeng Yin:
Hierarchical Spatial-Temporal Masked Contrast for Skeleton Action Recognition. IEEE Trans. Artif. Intell. 5(11): 5801-5814 (2024) - [c100]Zhehan Kan, Xueting Hu, Zihan Liao, Ke Yu, Zhihai He:
Cross-Constrained Progressive Inference for 3D Hand Pose Estimation with Dynamic Observer-Decision-Adjuster Networks. AAAI 2024: 2697-2704 - [c99]Yi Zhang, Ce Zhang, Ke Yu, Yushun Tang, Zhihai He:
Concept-Guided Prompt Learning for Generalization in Vision-Language Models. AAAI 2024: 7377-7386 - [c98]Yi Zhang, Ke Yu, Siqi Wu, Zhihai He:
Conceptual Codebook Learning for Vision-Language Models. ECCV (77) 2024: 235-251 - [c97]Yushun Tang, Shuoshuo Chen, Zhihe Lu, Xinchao Wang, Zhihai He:
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-Time Adaptation. ECCV (67) 2024: 342-359 - [c96]Shuoshuo Chen, Yushun Tang, Zhehan Kan, Zhihai He:
Learning Inference-Time Drift Sensor-Actuator for Domain Generalization. ICASSP 2024: 5090-5094 - [c95]Yi Zhang, Ke Yu, Angelica I. Avilés-Rivero, Jiyuan Jia, Yushun Tang, Zhihai He:
Training-Free Feature Reconstruction with Sparse Optimization for Vision-Language Models. ACM Multimedia 2024: 4387-4396 - [c94]Yushun Tang, Shuoshuo Chen, Jiyuan Jia, Yi Zhang, Zhihai He:
Domain-Conditioned Transformer for Fully Test-time Adaptation. ACM Multimedia 2024: 6260-6269 - [c93]Xueting Hu, Ce Zhang, Yi Zhang, Bowen Hai, Ke Yu, Zhihai He:
Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation. WACV 2024: 5582-5591 - [i33]Yi Zhang, Ce Zhang, Ke Yu, Yushun Tang, Zhihai He:
Concept-Guided Prompt Learning for Generalization in Vision-Language Models. CoRR abs/2401.07457 (2024) - [i32]Shichao Kan, Yuhai Deng, Yixiong Liang, Lihui Cen, Zhe Qu, Yigang Cen, Zhihai He:
Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object Retrieval. CoRR abs/2403.10798 (2024) - [i31]Yushun Tang, Shuoshuo Chen, Zhehan Kan, Yi Zhang, Qinghai Guo, Zhihai He:
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation. CoRR abs/2406.19341 (2024) - [i30]Yi Zhang, Ke Yu, Siqi Wu, Zhihai He:
Conceptual Codebook Learning for Vision-Language Models. CoRR abs/2407.02350 (2024) - [i29]Yi Zhang, Chun-Wun Cheng, Ke Yu, Zhihai He, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero:
NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning. CoRR abs/2407.08672 (2024) - [i28]Yushun Tang, Shuoshuo Chen, Zhihe Lu, Xinchao Wang, Zhihai He:
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation. CoRR abs/2408.13983 (2024) - [i27]Heng Xu, Bowen Hai, Yushun Tang, Zhihai He:
Window-based Channel Attention for Wavelet-enhanced Learned Image Compression. CoRR abs/2409.14090 (2024) - [i26]Yushun Tang, Shuoshuo Chen, Jiyuan Jia, Yi Zhang, Zhihai He:
Domain-Conditioned Transformer for Fully Test-time Adaptation. CoRR abs/2410.10442 (2024) - 2023
- [j79]Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He:
Contrastive Bayesian Analysis for Deep Metric Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7220-7238 (2023) - [j78]Qifan Liu, Wenming Cao, Zhihai He:
Cycle optimization metric learning for few-shot classification. Pattern Recognit. 139: 109468 (2023) - [j77]Md. Moniruzzaman, Zhaozheng Yin, Zhihai He, Ming C. Leu, Ruwen Qin:
Jointly-Learnt Networks for Future Action Anticipation via Self-Knowledge Distillation and Cycle Consistency. IEEE Trans. Circuits Syst. Video Technol. 33(7): 3243-3256 (2023) - [c92]Yi Zhang, Ce Zhang, Zihan Liao, Yushun Tang, Zhihai He:
BDC-Adapter: Brownian Distance Covariance for Better Vision-Language Reasoning. BMVC 2023: 182-186 - [c91]Yushun Tang, Ce Zhang, Heng Xu, Shuoshuo Chen, Jie Cheng, Luziwei Leng, Qinghai Guo, Zhihai He:
Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation. CVPR 2023: 3728-3738 - [c90]Zhehan Kan, Shuoshuo Chen, Ce Zhang, Yushun Tang, Zhihai He:
Self-Correctable and Adaptable Inference for Generalizable Human Pose Estimation. CVPR 2023: 5537-5546 - [c89]Yushun Tang, Qinghai Guo, Zhihai He:
Cross-Inferential Networks for Source-Free Unsupervised Domain Adaptation. ICIP 2023: 96-100 - [c88]Yi Zhang, Ce Zhang, Xueting Hu, Zhihai He:
Unsupervised Prototype Adapter for Vision-Language Models. PRCV (1) 2023: 197-209 - [i25]Yushun Tang, Ce Zhang, Heng Xu, Shuoshuo Chen, Jie Cheng, Luziwei Leng, Qinghai Guo, Zhihai He:
Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation. CoRR abs/2303.00914 (2023) - [i24]Zhehan Kan, Shuoshuo Chen, Ce Zhang, Yushun Tang, Zhihai He:
Self-Correctable and Adaptable Inference for Generalizable Human Pose Estimation. CoRR abs/2303.11180 (2023) - [i23]Ce Zhang, Kailiang Wu, Zhihai He:
Critical Sampling for Robust Evolution Operator Learning of Unknown Dynamical Systems. CoRR abs/2304.07485 (2023) - [i22]Yushun Tang, Qinghai Guo, Zhihai He:
Cross-Inferential Networks for Source-free Unsupervised Domain Adaptation. CoRR abs/2306.16957 (2023) - [i21]Yi Zhang, Ce Zhang, Yushun Tang, Zhihai He:
Cross-Modal Concept Learning and Inference for Vision-Language Models. CoRR abs/2307.15460 (2023) - [i20]Yi Zhang, Ce Zhang, Xueting Hu, Zhihai He:
Unsupervised Prototype Adapter for Vision-Language Models. CoRR abs/2308.11507 (2023) - [i19]Yi Zhang, Ce Zhang, Zihan Liao, Yushun Tang, Zhihai He:
BDC-Adapter: Brownian Distance Covariance for Better Vision-Language Reasoning. CoRR abs/2309.01256 (2023) - [i18]Xueting Hu, Ce Zhang, Yi Zhang, Bowen Hai, Ke Yu, Zhihai He:
Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation. CoRR abs/2311.01034 (2023) - 2022
- [j76]Wenming Cao, Canta Zheng, Zhiyue Yan, Zhihai He, Weixin Xie:
Geometric machine learning: research and applications. Multim. Tools Appl. 81(21): 30545-30597 (2022) - [j75]Zhineng Zhao, Qifan Liu, Wenming Cao, Deliang Lian, Zhihai He:
Self-guided information for few-shot classification. Pattern Recognit. 131: 108880 (2022) - [j74]Hao Sun, Zhiqun Zhao, Zhaozheng Yin, Zhihai He:
Reciprocal Twin Networks for Pedestrian Motion Learning and Future Path Prediction. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1483-1497 (2022) - [j73]Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He:
Local Semantic Correlation Modeling Over Graph Neural Networks for Deep Feature Embedding and Image Retrieval. IEEE Trans. Image Process. 31: 2988-3003 (2022) - [j72]Md. Moniruzzaman, Zhaozheng Yin, Zhihai He, Ruwen Qin, Ming C. Leu:
Human Action Recognition by Discriminative Feature Pooling and Video Segment Attention Model. IEEE Trans. Multim. 24: 689-701 (2022) - [c87]Zhehan Kan, Shuoshuo Chen, Zeng Li, Zhihai He:
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation. ECCV (5) 2022: 729-745 - [c86]Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He:
Coded Residual Transform for Generalizable Deep Metric Learning. NeurIPS 2022 - [i17]Zhehan Kan, Shuoshuo Chen, Zeng Li, Zhihai He:
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation. CoRR abs/2207.02425 (2022) - [i16]Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He:
Coded Residual Transform for Generalizable Deep Metric Learning. CoRR abs/2210.04180 (2022) - [i15]Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He:
Contrastive Bayesian Analysis for Deep Metric Learning. CoRR abs/2210.04402 (2022) - 2021
- [j71]Yi Luo, Wenming Cao, Zhiquan He, Wenlan Zou, Zhihai He:
Deformable adversarial registration network with multiple loss constraints. Comput. Medical Imaging Graph. 91: 101931 (2021) - [j70]Sai Shreya Nuguri, Prasad Calyam, Roland Oruche, Aniket Gulhane, Samaikya Valluripally, Janine Stichter, Zhihai He:
vSocial: a cloud-based system for social virtual reality learning environment applications in special education. Multim. Tools Appl. 80(11): 16827-16856 (2021) - [j69]Ahmed Ahmed, Hayder Yousif, Zhihai He:
Ensemble diversified learning for image classification with noisy labels. Multim. Tools Appl. 80(14): 20759-20772 (2021) - [j68]Wenlan Zou, Yi Luo, Wenming Cao, Zhiquan He, Zhihai He:
A cascaded registration network RCINet with segmentation mask. Neural Comput. Appl. 33(23): 16471-16487 (2021) - [j67]Yang Li, Shichao Kan, Wenming Cao, Zhihai He:
Learned Model Composition With Critical Sample Look-Ahead for Semi-Supervised Learning on Small Sets of Labeled Samples. IEEE Trans. Circuits Syst. Video Technol. 31(9): 3444-3455 (2021) - [j66]Shichao Kan, Yi Cen, Yigang Cen, Vladimir Mladenovic, Yang Li, Zhihai He:
Zero-Shot Learning to Index on Semantic Trees for Scalable Image Retrieval. IEEE Trans. Image Process. 30: 501-516 (2021) - [j65]Zhiqun Zhao, Hengyou Wang, Hao Sun, Jianhe Yuan, Zhongchao Huang, Zhihai He:
Removing Adversarial Noise via Low-Rank Completion of High-Sensitivity Points. IEEE Trans. Image Process. 30: 6485-6497 (2021) - [j64]Qiubin Lin, Wenming Cao, Zhiquan He, Zhihai He:
Mask Cross-Modal Hashing Networks. IEEE Trans. Multim. 23: 550-558 (2021) - [j63]Yang Li, Zhiqun Zhao, Hao Sun, Yigang Cen, Zhihai He:
Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets. IEEE Trans. Multim. 23: 1354-1366 (2021) - [c85]Celina Ma, Haohong Wang, Hao Sun, Elliot van Huijgevoort, Mea Wang, Zhihai He:
Powering TV Experiences with Anytime Environmental Exploration. CHI Extended Abstracts 2021: 363:1-363:6 - [c84]Yang Li, Shichao Kan, Jianhe Yuan, Wenming Cao, Zhihai He:
Spatial Assembly Networks for Image Representation Learning. CVPR 2021: 13876-13885 - [c83]Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He:
Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning. CVPR 2021: 13999-14008 - [c82]Jianhe Yuan, Zhihai He:
Consistency-Sensitivity Guided Ensemble Black-Box Adversarial Attacks in Low-Dimensional Spaces. ICCV 2021: 7758-7766 - [c81]Zhiqun Zhao, Hengyou Wang, Hao Sun, Wenming Cao, Zhihai He:
Structure-Oriented Progressive Low-Rank Image Restoration for Defending Adversarial Attacks. ICME 2021: 1-6 - [c80]Roland Oruche, Vaibhav Akashe, Samaikya Valluripally, Aniket Gulhane, Prasad Calyam, Janine Stichter, Zhihai He:
A Networked Social Virtual Reality Learning Environment Platform for Special Education. LCN 2021: 573-580 - [c79]Kyle Jorgensen, Zhiqun Zhao, Haohong Wang, Mea Wang, Zhihai He:
Context-Aware Question-Answer for Interactive Media Experiences. IMX 2021: 156-166 - [i14]Zhiqun Zhao, Hengyou Wang, Hao Sun, Zhihai He:
Structure-Preserving Progressive Low-rank Image Completion for Defending Adversarial Attacks. CoRR abs/2103.02781 (2021) - 2020
- [j62]Wenming Cao, Wenshuo Feng, Qiubin Lin, Guitao Cao, Zhihai He:
A Review of Hashing Methods for Multimodal Retrieval. IEEE Access 8: 15377-15391 (2020) - [j61]Jianhe Yuan, Zhihai He:
Adversarial Dual Network Learning With Randomized Image Transform for Restoring Attacked Images. IEEE Access 8: 22617-22624 (2020) - [j60]Jianqi Zhong, Hao Sun, Wenming Cao, Zhihai He:
Pedestrian Motion Trajectory Prediction With Stereo-Based 3D Deep Pose Estimation and Trajectory Learning. IEEE Access 8: 23480-23486 (2020) - [j59]Wenming Cao, Zhiyue Yan, Zhiquan He, Zhihai He:
A Comprehensive Survey on Geometric Deep Learning. IEEE Access 8: 35929-35949 (2020) - [j58]Wenming Cao, Rui Wu, Guitao Cao, Zhihai He:
A Comprehensive Review of Computer-Aided Diagnosis of Pulmonary Nodules Based on Computed Tomography Scans. IEEE Access 8: 154007-154023 (2020) - [j57]Ahmed Ahmed, Hayder Yousif, Roland Kays, Zhihai He:
Animal species classification using deep neural networks with noise labels. Ecol. Informatics 57: 101063 (2020) - [j56]Qiubin Lin, Wenming Cao, Zhihai He, Zhiquan He:
Semantic deep cross-modal hashing. Neurocomputing 396: 113-122 (2020) - [j55]Zhiqun Zhao, Hengyou Wang, Hao Sun, Zhihai He:
L1-norm low-rank linear approximation for accelerating deep neural networks. Neurocomputing 400: 216-226 (2020) - [j54]Hao Sun, Guanghan Ning, Zhiqun Zhao, Zhongchao Huang, Zhihai He:
Automated work efficiency analysis for smart manufacturing using human pose tracking and temporal action localization. J. Vis. Commun. Image Represent. 73: 102948 (2020) - [j53]Zhihai He, Bo Yang, Chaoxian Chen, Qilin Mu, Zesong Li:
CLDA: an adversarial unsupervised domain adaptation method with classifier-level adaptation. Multim. Tools Appl. 79(45-46): 33973-33991 (2020) - [j52]Shichao Kan, Linna Zhang, Zhihai He, Yigang Cen, Shiming Chen, Jikun Zhou:
Metric learning-based kernel transformer with triplets and label constraints for feature fusion. Pattern Recognit. 99 (2020) - [j51]Hengyou Wang, Yang Li, Yigang Cen, Zhihai He:
Multi-Matrices Low-Rank Decomposition With Structural Smoothness for Image Denoising. IEEE Trans. Circuits Syst. Video Technol. 30(2): 349-361 (2020) - [c78]Jianhe Yuan, Zhihai He:
Ensemble Generative Cleaning With Feedback Loops for Defending Adversarial Attacks. CVPR 2020: 578-587 - [c77]Hao Sun, Zhiqun Zhao, Zhihai He:
Reciprocal Learning Networks for Human Trajectory Prediction. CVPR 2020: 7414-7423 - [c76]Yang Li, Shichao Kan, Zhihai He:
Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss. ECCV (11) 2020: 141-157 - [c75]Md. Moniruzzaman, Zhaozheng Yin, Zhihai He, Ruwen Qin, Ming C. Leu:
Action Completeness Modeling with Background Aware Networks for Weakly-Supervised Temporal Action Localization. ACM Multimedia 2020: 2166-2174 - [i13]Hao Sun, Zhiqun Zhao, Zhihai He:
Reciprocal Learning Networks for Human Trajectory Prediction. CoRR abs/2004.04340 (2020) - [i12]Jianhe Yuan, Zhihai He:
Ensemble Generative Cleaning with Feedback Loops for Defending Adversarial Attacks. CoRR abs/2004.11273 (2020) - [i11]Yang Li, Shichao Kan, Zhihai He:
Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss. CoRR abs/2008.04378 (2020)
2010 – 2019
- 2019
- [j50]Ahmed Ahmed, Hayder Yousif, Roland Kays, Zhihai He:
Semantic region of interest and species classification in the deep neural network feature domain. Ecol. Informatics 52: 57-68 (2019) - [j49]Wenming Cao, Qiubin Lin, Zhihai He, Zhiquan He:
Hybrid representation learning for cross-modal retrieval. Neurocomputing 345: 45-57 (2019) - [j48]Shichao Kan, Yigang Cen, Zhihai He, Zhi Zhang, Linna Zhang, Yanhong Wang:
Supervised Deep Feature Embedding With Handcrafted Feature. IEEE Trans. Image Process. 28(12): 5809-5823 (2019) - [i10]Yang Li, Jianhe Yuan, Zhiqun Zhao, Hao Sun, Zhihai He:
Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets. CoRR abs/1909.01542 (2019) - 2018
- [j47]Wenming Cao, Jianhe Yuan, Zhihai He, Zhi Zhang, Zhiquan He:
Fast Deep Neural Networks With Knowledge Guided Training and Predicted Regions of Interests for Real-Time Video Object Detection. IEEE Access 6: 8990-8999 (2018) - [j46]Wenming Cao, Yuhong Li, Zhihai He, Guitao Cao, Zhiquan He:
Supplementary Virtual Keypoints of Weight-Based Correspondences for Occluded Object Tracking. IEEE Access 6: 9140-9146 (2018) - [j45]Wenming Cao, Fangfang Lyu, Zhihai He, Guitao Cao, Zhiquan He:
Multimodal Medical Image Registration Based on Feature Spheres in Geometric Algebra. IEEE Access 6: 21164-21172 (2018) - [j44]Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He:
Object detection from dynamic scene using joint background modeling and fast deep learning classification. J. Vis. Commun. Image Represent. 55: 802-815 (2018) - [j43]Liang Zhao, Zhihai He, Wenming Cao, Debin Zhao:
Real-Time Moving Object Segmentation and Classification From HEVC Compressed Surveillance Video. IEEE Trans. Circuits Syst. Video Technol. 28(6): 1346-1357 (2018) - [j42]Hengyou Wang, Yigang Cen, Zhiquan He, Zhihai He, Ruizhen Zhao, Fengzhen Zhang:
Reweighted Low-Rank Matrix Analysis With Structural Smoothness for Image Denoising. IEEE Trans. Image Process. 27(4): 1777-1792 (2018) - [c74]Chiara Zizza, Adam Starr, Devin Hudson, Sai Shreya Nuguri, Prasad Calyam, Zhihai He:
Towards a social virtual reality learning environment in high fidelity. CCNC 2018: 1-4 - [c73]Haohong Wang, Yaoyuan Fu, Yang Li, Guanghan Ning, Zhihai He, Mengwen Liu:
A New TV World for Kids - When ZUI Meets Deep Learning. MIPR 2018: 124-129 - [c72]Hao Liu, Rong Huang, Zhihai He:
Function-Guided Energy-Precision Optimization with Precision-Rate-Complexity Bivariate Models. PRCV (3) 2018: 403-414 - [i9]Zhi Zhang, Guanghan Ning, Yigang Cen, Yang Li, Zhiqun Zhao, Hao Sun, Zhihai He:
Progressive Neural Networks for Image Classification. CoRR abs/1804.09803 (2018) - 2017
- [j41]Rui Wang, Wenming Cao, Zhihai He:
Vehicle recognition in acoustic sensor networks using multiple kernel sparse representation over learned dictionaries. Int. J. Distributed Sens. Networks 13(4) (2017) - [j40]Hengyou Wang, Yigang Cen, Zhihai He, Ruizhen Zhao, Yi Cen, Fengzhen Zhang:
Robust Generalized Low-Rank Decomposition of Multimatrices for Image Recovery. IEEE Trans. Multim. 19(5): 969-983 (2017) - [c71]Guanghan Ning, Zhi Zhang, Xiaobo Ren, Haohong Wang, Zhihai He:
Rate-coverage analysis and optimization for joint audio-video multimedia retrieval. ICASSP 2017: 2911-2915 - [c70]Hayder Yousif, Zhihai He, Roland Kays:
Object segmentation in the deep neural network feature domain from highly cluttered natural scenes. ICIP 2017: 3095-3099 - [c69]Guanghan Ning, Zhi Zhang, Chen Huang, Xiaobo Ren, Haohong Wang, Canhui Cai, Zhihai He:
Spatially supervised recurrent convolutional neural networks for visual object tracking. ISCAS 2017: 1-4 - [c68]Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He:
Fast human-animal detection from highly cluttered camera-trap images using joint background modeling and deep learning classification. ISCAS 2017: 1-4 - [i8]Guanghan Ning, Zhi Zhang, Zhihai He:
Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation. CoRR abs/1705.02407 (2017) - [i7]Chiara Zizza, Adam Starr, Devin Hudson, Sai Shreya Nuguri, Prasad Calyam, Zhihai He:
Towards a Social Virtual Reality Learning Environment in High Fidelity. CoRR abs/1707.05859 (2017) - [i6]Zhi Zhang, Guanghan Ning, Zhihai He:
Knowledge Projection for Deep Neural Networks. CoRR abs/1710.09505 (2017) - [i5]Guanghan Ning, Zhihai He:
Dual Path Networks for Multi-Person Human Pose Estimation. CoRR abs/1710.10192 (2017) - 2016
- [j39]Chen Huang, Tony X. Han, Zhihai He, Wenming Cao:
Constellational contour parsing for deformable object detection. J. Vis. Commun. Image Represent. 38: 540-549 (2016) - [j38]Zhi Zhang, Zhihai He, Guitao Cao, Wenming Cao:
Animal Detection From Highly Cluttered Natural Scenes Using Spatiotemporal Object Region Proposals and Patch Verification. IEEE Trans. Multim. 18(10): 2079-2092 (2016) - [j37]Chen Huang, Zhihai He, Guitao Cao, Wenming Cao:
Task-Driven Progressive Part Localization for Fine-Grained Object Recognition. IEEE Trans. Multim. 18(12): 2372-2383 (2016) - [c67]Dan Meng, Guitao Cao, Zhihai He, Wenming Cao:
Facial expression recognition based on LLENet. BIBM 2016: 1915-1917 - [c66]Liang Zhao, Debin Zhao, Xiaopeng Fan, Zhihai He:
HEVC compressed domain moving object detection and classfication. ISCAS 2016: 1990-1993 - [c65]Chen Huang, Zhihai He:
Task-driven progressive part localization for fine-grained recognition. WACV 2016: 1-9 - [i4]Miao Sun, Tony X. Han, Zhihai He:
A Classification Leveraged Object Detector. CoRR abs/1604.01841 (2016) - [i3]Guanghan Ning, Zhi Zhang, Chen Huang, Zhihai He, Xiaobo Ren, Haohong Wang:
Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking. CoRR abs/1607.05781 (2016) - [i2]Guanghan Ning, Zhi Zhang, Xiaobo Ren, Haohong Wang, Zhihai He:
Joint Audio-Video Fingerprint Media Retrieval Using Rate-Coverage Optimization. CoRR abs/1609.01331 (2016) - 2015
- [c64]Guanghan Ning, Tony X. Han, Zhihai He:
Scene text detection based on component-level fusion and region-level verification. ICIP 2015: 837-841 - [c63]Zhi Zhang, Tony X. Han, Zhihai He:
Coupled ensemble graph cuts and object verification for animal segmentation from highly cluttered videos. ICIP 2015: 2830-2834 - 2014
- [j36]Chen Huang, Tony X. Han, Zhihai He:
Multi-scale embedded descriptor for shape classification. J. Vis. Commun. Image Represent. 25(7): 1640-1646 (2014) - [j35]Yongfei Zhang, Yunsheng Zhang, Shiyin Qin, Bo Li, Zhihai He:
Delay-Bounded Priority-Driven Resource Allocation for Video Transmission Over Multihop Networks. IEEE Trans. Circuits Syst. Video Technol. 24(7): 1184-1196 (2014) - [c62]Xutao Lv, Tony X. Han, Zicheng Liu, Zhihai He:
Randomized Support Vector Forest. BMVC 2014 - [c61]Guobin Chen, Tony X. Han, Zhihai He, Roland Kays, Tavis Forrester:
Deep convolutional neural network based species recognition for wild animal monitoring. ICIP 2014: 858-862 - 2013
- [j34]Yongfei Zhang, Shiyin Qin, Bo Li, Zhihai He:
Rate-distortion optimized unequal loss protection for video transmission over packet erasure channels. Signal Process. Image Commun. 28(10): 1390-1404 (2013) - [c60]Xiaobo Ren, Tony X. Han, Zhihai He:
Ensemble Video Object Cut in Highly Dynamic Scenes. CVPR 2013: 1947-1954 - 2012
- [c59]Shuai Tang, Xiaoyu Wang, Xutao Lv, Tony X. Han, James Keller, Zhihai He, Marjorie Skubic, Shihong Lao:
Histogram of Oriented Normal Vectors for Object Recognition with a Depth Sensor. ACCV (2) 2012: 525-538 - [c58]Zhongna Zhou, Tony X. Han, Zhihai He:
Semi-supervised learning for robust car windshield tracking and monitoring in live traffic videos. ICIP 2012: 489-492 - [c57]Yongfei Zhang, Yunsheng Zhang, Shiyin Qin, Zhihai He:
Resource-Distortion Modeling for Video Streaming over Mesh Networks with Priority-Based Packet Scheduling. ICME 2012: 416-421 - [c56]Zhihai He:
Integrated camera and sensor networks: Algorithms, design, and applications. VCIP 2012: 1-2 - 2011
- [j33]Junni Zou, Hongkai Xiong, Chenglin Li, Li Song, Zhihai He, Tsuhan Chen:
Prioritized Flow Optimization With Multi-Path and Network Coding Based Routing for Scalable Multirate Multicasting. IEEE Trans. Circuits Syst. Video Technol. 21(3): 259-273 (2011) - [j32]Yongsheng Zhang, Hongkai Xiong, Zhihai He, Songyu Yu, Chang Wen Chen:
An Error Resilient Video Coding Scheme Using Embedded Wyner-Ziv Description With Decoder Side Non-Stationary Distortion Modeling. IEEE Trans. Circuits Syst. Video Technol. 21(4): 498-512 (2011) - [j31]Chenglin Li, Hongkai Xiong, Junni Zou, Zhihai He:
Joint Source and Flow Optimization for Scalable Video Multirate Multicast Over Hybrid Wired/Wireless Coded Networks. IEEE Trans. Circuits Syst. Video Technol. 21(5): 550-564 (2011) - [j30]Yongsheng Zhang, Hongkai Xiong, Zhihai He, Songyu Yu, Chang Wen Chen:
Reconstruction for Distributed Video Coding: A Context-Adaptive Markov Random Field Approach. IEEE Trans. Circuits Syst. Video Technol. 21(8): 1100-1114 (2011) - [j29]Junni Zou, Hongkai Xiong, Chenglin Li, Ruifeng Zhang, Zhihai He:
Lifetime and Distortion Optimization With Joint Source/Channel Rate Adaptation and Network Coding-Based Error Control in Wireless Video Sensor Networks. IEEE Trans. Veh. Technol. 60(3): 1182-1194 (2011) - [c55]Zhongna Zhou, Erik Edward Stone, Marjorie Skubic, James M. Keller, Zhihai He:
Nighttime in-home action monitoring for eldercare. EMBC 2011: 5299-5302 - [c54]Yongfei Zhang, Shiyin Qin, Zhihai He:
Transmission Distortion-optimized Unequal Loss Protection for video transmission over packet erasure channels. ICME 2011: 1-6 - 2010
- [j28]Zhao Sun, Xi Chen, Zhihai He:
Adaptive Critic Design for Energy Minimization of Portable Video Communication Devices. IEEE Trans. Circuits Syst. Video Technol. 20(1): 27-37 (2010) - [j27]Yongfei Zhang, Shiyin Qin, Zhihai He:
Fine-Granularity Transmission Distortion Modeling for Video Packet Scheduling Over Mesh Networks. IEEE Trans. Multim. 12(1): 1-12 (2010) - [j26]Yunsheng Zhang, Yongfei Zhang, Shixin Sun, S. Y. Qin, Zhihai He:
Multihop Packet Delay Bound Violation Modeling for Resource Allocation in Video Streaming Over Mesh Networks. IEEE Trans. Multim. 12(8): 886-900 (2010) - [c53]Xiwen Zhao, Zhihai He:
Local structure learning and prediction for efficient lossless image compression. ICASSP 2010: 1286-1289 - [c52]Yunsheng Zhang, Yongfei Zhang, Shixin Sun, Zhihai He:
Rate-Distortion Control with Delay Bound Constraint for Video Streaming over Multi-Hop Networks. PCM (2) 2010: 418-429 - [c51]Yongsheng Zhang, Hongkai Xiong, Zhihai He, Songyu Yu:
Reconstruction for distributed video coding: a Markov random field approach with context-adaptive smoothness prior. VCIP 2010: 774417 - [i1]Roland Kays, Sameer Tilak, Bart Kranstauber, Patrick A. Jansen, Chris Carbone, Marcus J. Rowcliffe, Tony Fountain, Jay Eggert, Zhihai He:
Monitoring wild animal communities with arrays of motion sensitive camera traps. CoRR abs/1009.5718 (2010)
2000 – 2009
- 2009
- [j25]Hongkai Xiong, Hui Lv, Yongsheng Zhang, Li Song, Zhihai He, Tsuhan Chen:
Subgraphs Matching-Based Side Information Generation for Distributed Multiview Video Coding. EURASIP J. Adv. Signal Process. 2009 (2009) - [j24]Yu Sun, Yimin Zhou, Zhidan Feng, Zhihai He, Shixin Sun:
Incremental rate control for H.264/AVC video compression. IET Image Process. 3(5): 286-298 (2009) - [j23]Yu-Chia Chung, Zhihai He:
Reliability Analysis for Global Motion Estimation. IEEE Signal Process. Lett. 16(11): 977-980 (2009) - [c50]Hui Lv, Hongkai Xiong, Li Song, Zhihai He, Tsuhan Chen:
Graph Matching Based Side Information Generation for Distributed Multi-View Video Coding. ICC 2009: 1-6 - [c49]Junni Zou, Hongkai Xiong, Li Song, Zhihai He, Tsuhan Chen:
Prioritized Flow Optimization with Generalized Routing for Scalable Multirate Multicasting. ICC 2009: 1-6 - [c48]Yu-Chia Chung, Tony X. Han, Zhihai He:
Building recognition using sketch-based representations and spectral graph matching. ICCV 2009: 2014-2020 - [c47]Zhihai He:
Energy-efficient integrated camera and sensor system design for wildlife activity monitoring. ICME 2009: 1580-1581 - [c46]Zhongna Zhou, Xi Chen, Yu-Chia Chung, Zhihai He, Tony X. Han, James M. Keller:
Video-based Activity Monitoring for Indoor Environments. ISCAS 2009: 1449-1452 - [c45]Wenqing Dai, Yu Sun, Zhihai He:
Efficient H.264 video coding with a working memory of objects. PCS 2009: 1-4 - [c44]Yongfei Zhang, Shiyin Qin, Zhihai He:
Packet-level transmission distortion analysis for video streaming over mesh networks. PCS 2009: 1-4 - [c43]Xiwen Zhao, Zhihai He:
Lossless image compression using super-spatial prediction of structural components. PCS 2009: 1-4 - 2008
- [j22]Zhihai He, Wenye Cheng, Xi Chen:
Energy Minimization of PortableVideo Communication Devices Based on Power-Rate-Distortion Optimization. IEEE Trans. Circuits Syst. Video Technol. 18(5): 596-608 (2008) - [j21]Ishfaq Ahmad, Zhihai He, Mark Liao, Fernando Pereira, Ming-Ting Sun:
Special Issue on Video Surveillance. IEEE Trans. Circuits Syst. Video Technol. 18(8): 1001-1005 (2008) - [j20]Zhongna Zhou, Xi Chen, Yu-Chia Chung, Zhihai He, Tony X. Han, James M. Keller:
Activity Analysis, Summarization, and Visualization for Indoor Human Activity Monitoring. IEEE Trans. Circuits Syst. Video Technol. 18(11): 1489-1498 (2008) - [j19]Zhihai He, Dapeng Oliver Wu:
Linear Rate Control and Optimum Statistical Multiplexing for H.264 Video Broadcast. IEEE Trans. Multim. 10(7): 1237-1249 (2008) - [c42]Marilyn Rantz, Myra Aud, Gregory L. Alexander, Debra Parker Oliver, De Minner, Marge Skubic, James M. Keller, Zhihai He, Mihail Popescu, George Demiris, Steven J. Miller:
TigerPlace: An Innovative Educational and Research Environment. AAAI Fall Symposium: AI in Eldercare: New Solutions to Old Problems 2008: 84-91 - [c41]Zhao Sun, Xi Chen, Zhihai He:
Adaptive Critic Design for Energy Minimization of Portable Video Communication Devices. ICCCN 2008: 302-308 - [c40]Yu Sun, Yimin Zhou, Zhidan Feng, Zhihai He:
A novel incremental rate control scheme for H.264 video coding. ICIP 2008: 1612-1615 - [c39]Hui Lv, Hongkai Xiong, Yongsheng Zhang, Zhihai He:
Side information generation with constrained relaxation for distributed multi-view video coding. ISCAS 2008: 3450-3453 - [r2]Zhihai He, Chang Wen Chen:
Wireless Video. Encyclopedia of Multimedia 2008: 982-988 - 2007
- [j18]Zhihai He:
Peak Transform for Efficient Image Representation and Coding. IEEE Trans. Image Process. 16(7): 1741-1754 (2007) - [j17]Jing Zhao, Dapeng Wu, Deniz Erdogmus, Yuguang Fang, Zhihai He:
Adaptive motion estimation schemes using maximum mutual information criterion. Wirel. Commun. Mob. Comput. 7(2): 205-215 (2007) - [c38]Zhihai He:
Peak Transform - A Nonlinear Transform for Efficient Image Representation and Coding. ICIP (3) 2007: 177-180 - [c37]Bo Wang, Zhihai He, Yu Sun:
Distributed Rate Allocation and Performance Optimization for Video Communication Over Mesh Networks. ICIP (6) 2007: 501-504 - [c36]Zhihai He:
Peak Transform for Efficient Image Representation and Coding. ISCAS 2007: 45-48 - [c35]Bo Wang, Zhihai He:
Distributed Optimization Over Wireless Sensor Networks using Swarm Intelligence. ISCAS 2007: 2502-2505 - [c34]Yu-Chia Chung, Zhihai He:
Low-Complexity and Reliable Moving Objects Detection and Tracking for Aerial Video Surveillance with Small UAVS. ISCAS 2007: 2670-2673 - [c33]Zhihai He:
Image compression using constrained relaxation. VCIP 2007: 65082P - [c32]Dapeng Oliver Wu, Zhihai He:
Cross-layer optimization for wireless video communication. VCIP 2007: 650817 - 2006
- [j16]Yong Yuan, Zongkai Yang, Zhihai He, Jianhua He:
An integrated energy aware wireless transmission system for QoS provisioning in wireless sensor network. Comput. Commun. 29(2): 162-172 (2006) - [j15]Jianfei Cai, Zhihai He, Chang Wen Chen:
A novel frame-level bit allocation based on two-pass video encoding for low bit rate video streaming applications. J. Vis. Commun. Image Represent. 17(4): 783-798 (2006) - [j14]Zhihai He, Dapeng Wu:
Resource allocation and performance analysis of wireless video sensors. IEEE Trans. Circuits Syst. Video Technol. 16(5): 590-599 (2006) - [j13]Zhihai He, Hongkai Xiong:
Transmission Distortion Analysis for Real-Time Video Encoding and Streaming Over Wireless Networks. IEEE Trans. Circuits Syst. Video Technol. 16(9): 1051-1062 (2006) - [j12]Yong Yuan, Zhihai He, Min Chen:
Virtual MIMO-based cross-layer design for wireless sensor networks. IEEE Trans. Veh. Technol. 55(3): 856-864 (2006) - [c31]Zhihai He, Ram Venkataraman Iyer, Phillip R. Chandler:
Vision-based UAV flight control and obstacle avoidance. ACC 2006: 1-5 - [c30]Ram Venkataraman Iyer, Zhihai He, Phillip R. Chandler:
On the computation of the ego-motion and distance to obstacles for a micro air vehicle. ACC 2006: 1-6 - [c29]Harry W. Tyrer, Majd Alwan, George Demiris, Zhihai He, James M. Keller, Marjorie Skubic, Marilyn Rantz:
Technology for Successful Aging. EMBC 2006: 3290-3293 - [c28]Derek Anderson, James M. Keller, Marjorie Skubic, Xi Chen, Zhihai He:
Recognizing Falls from Silhouettes. EMBC 2006: 6388-6391 - [c27]Xi Chen, Zhihai He, James M. Keller, Derek Anderson, Marjorie Skubic:
Adaptive Silhouette Extraction in Dynamic Environments Using Fuzzy Logic. FUZZ-IEEE 2006: 236-243 - [c26]Xi Chen, Zhihai He, Derek Anderson, James M. Keller, Marjorie Skubic:
Adaptive Silouette Extraction and Human Tracking in Complex and Dynamic Environments. ICIP 2006: 561-564 - [c25]Bo Wang, Zhihai He:
Performance Optimization of Wireless Video Sensor Networks using Swarm Optimization with Convex Mapping. ICIP 2006: 1293-1296 - [c24]Wenye Cheng, Xi Chen, Zhihai He:
Doubling of the Operational Lifetime of Portable Video Communication Devices Using Power-Rate-Distortion Analysis and Control. ICIP 2006: 2473-2476 - [c23]George Demiris, Marjorie Skubic, Marilyn Rantz, Karen L. Courtney, Myra Aud, Harry W. Tyrer, Zhihai He, Jia Lee:
Facilitating interdisciplinary design specification of "smart" homes for aging in place. MIE 2006: 45-50 - [r1]Zhihai He, Chang Chen:
Wireless Video. Encyclopedia of Multimedia 2006 - 2005
- [j11]Dapeng Wu, Y. Thomas Hou, Wenwu Zhu, Zhihai He, Ya-Qin Zhang:
Adaptive QoS control for real-time video communication over wireless channels. Int. J. Ad Hoc Ubiquitous Comput. 1(1/2): 27-37 (2005) - [j10]Jianfei Cai, Jianhua Wu, King Ngi Ngan, Zhihai He:
Joint mode selection and unequal error protection for bitplane coded video transmission over wireless channels. J. Vis. Commun. Image Represent. 16(4-5): 412-431 (2005) - [j9]Ganesan Ramachandran, Vignesh Krishnan, Dapeng Wu, Zhihai He:
A model-based adaptive motion estimation scheme using Renyi's entropy for wireless video. J. Vis. Commun. Image Represent. 16(4-5): 432-449 (2005) - [j8]Zhihai He, Yongfang Liang, Lulin Chen, Ishfaq Ahmad, Dapeng Wu:
Power-Rate-Distortion Analysis for Wireless Video Communication Under Energy Constraints. IEEE Trans. Circuits Syst. Video Technol. 15(5): 645-658 (2005) - [j7]Zhihai He, Wenjun Zeng, Chang Wen Chen:
Low-pass filtering of rate-distortion functions for quality smoothing in real-time video communication. IEEE Trans. Circuits Syst. Video Technol. 15(8): 973-981 (2005) - [c22]Janak U. Dani, Zhihai He, Hongkai Xiong:
Transmission distortion modeling for wireless video communication. GLOBECOM 2005: 4 - [c21]Zhihai He, Dapeng Wu:
Performance analysis of wireless video sensors in video surveillance. GLOBECOM 2005: 5 - [c20]Zhihai He, Dapeng Wu:
Accumulative visual information in wireless video sensor network: definition and analysis. ICC 2005: 1205-1208 - [c19]Deyun Gao, Jianfei Cai, Paul Bao, Zhihai He:
MPEG-4 video streaming quality evaluation in IEEE 802.11e WLANs. ICIP (1) 2005: 197-200 - 2004
- [j6]Zhihai He:
An Integrated System Perspective for Multimedia Communication. IEEE Multim. 11(1): 88-89 (2004) - [c18]Zhihai He, Chang Wen Chen, Jianfei Cai:
Lowpass filtering of rate-distortion functions for quality smoothing for real-time video recording and streaming. ICIP 2004: 1101-1104 - [c17]Jianfei Cai, Wenning Zhan, Zhihai He:
Optimal retransmission timeout selection for delay-constrainfd multimedia communications. ICIP 2004: 2035-2038 - [c16]Lulin Chen, Zhihai He, Chang Wen Chen, Michael A. Isnardi:
A half D1 MPEG-4 encoder on the BSP-15 DSP. VCIP 2004 - [c15]Zhihai He:
Automatic video object detection and mask signal removal for efficient video preprocessing. VCIP 2004 - [c14]Zhihai He, Chang Wen Chen:
Effective quality analysis for video streaming over wireless ad hoc network. VCIP 2004 - [c13]Zhihai He, Yongfang Liang, Ishfaq Ahmad:
Power-rate-distortion analysis for wireless video communication under energy constraint. VCIP 2004 - 2003
- [c12]Tao Chen, Zhihai He:
Single-pass distortion-smoothing encoding for low bit-rate video streaming applications. ICME 2003: 237-240 - 2002
- [j5]Zhihai He, Jianfei Cai, Chang Wen Chen:
Joint source channel rate-distortion analysis for adaptive mode selection and rate control in wireless video coding. IEEE Trans. Circuits Syst. Video Technol. 12(6): 511-523 (2002) - [j4]Zhihai He, Sanjit K. Mitra:
. Optimum bit allocation and accurate rate control for video coding via ρ-domain source modeling. IEEE Trans. Circuits Syst. Video Technol. 12(10): 840-849 (2002) - [j3]Zhihai He, Sanjit K. Mitra:
A linear source model and a unified rate control algorithm for DCT video coding. IEEE Trans. Circuits Syst. Video Technol. 12(11): 970-982 (2002) - [c11]Jianfei Cai, Zhihai He, Chang Wen Chen:
Optimal bit allocation for low bit rate video streaming applications. ICIP (1) 2002: 73-76 - [c10]Zhihai He, Chang Wen Chen:
Video coding using joint temporal-spatial compensation. ICME (1) 2002: 485-487 - [c9]Zhihai He, Chang Wen Chen:
End-to-end video quality analysis and modeling for video streaming over IP network. ICME (1) 2002: 853-856 - [c8]Zhihai He, Chang Wen Chen:
Encoder-based rate smoothing and quality control for low-delay video coding and communication. VCIP 2002: 423-433 - [c7]Zhihai He, Chang Wen Chen:
?-domain optimum bit allocation and accurate rate control for DCT video coding. VCIP 2002: 734-745 - 2001
- [j2]Zhihai He, Yong Kwan Kim, Sanjit K. Mitra:
Low-delay rate control for DCT video coding via ?-domain source modeling. IEEE Trans. Circuits Syst. Video Technol. 11(8): 928-940 (2001) - [j1]Zhihai He, Sanjit K. Mitra:
A unified rate-distortion analysis framework for transform coding. IEEE Trans. Circuits Syst. Video Technol. 11(12): 1221-1236 (2001) - [c6]Zhihai He, Yong Kwan Kim, Sanjit K. Mitra:
ρ-domain source modeling and rate control for video coding and transmission. ICASSP 2001: 1773-1776 - [c5]Yong Kwan Kim, Zhihai He, Sanjit K. Mitra:
A novel linear source model and a unified rate control algorithm for H.263/MPEG-2/MPEG-4. ICASSP 2001: 1777-1780 - [c4]Zhihai He, Sanjit K. Mitra:
P-domain bit allocation and rate control for real time video coding. ICIP (3) 2001: 546-549 - 2000
- [c3]Zhihai He, Sanjit K. Mitra:
Optimal Quantization Error Feedback Filters for Wavelet Image Compression. ICIP 2000: 166-169 - [c2]Zhihai He, Tian-Hu Yu, Sanjit K. Mitra:
Blockwise Zero Mapping Image Coding. ICIP 2000: 170-173 - [c1]Tian-Hu Yu, Zhihai He, Sanjit K. Mitra:
Simple and Efficient Wavelet Image Compression. ICIP 2000: 174-177
Coauthor Index
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