Selected Publication

2024 / in press
	TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs Fan Wang, Zhilin Zou, Nicole Sakla, Luke Partyka, Gagandeep Singh, Chuan Huang, Wei Zhao, Haibin Ling, Prateek Prasanna, Chao Chen Medical Image Analysis (MedIA), accepted. link
	Efficient Temporal Action Segmentation via Boundary-aware Query Voting Peiyao Wang, Yuewei Lin, Erik Blasch, Jie Wei, Haibin Ling Conf. on Neural Information Processing Systems (NeurIPS), 2024 arxiv | code |
	VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization Yiwei Zhang, Jin Gao, Fudong Ge, Guan Luo, Bing Li, Zhaoxiang Zhang, Haibin Ling, Weimin Hu Conf. on Neural Information Processing Systems (NeurIPS), 2024 pdf | code |
	DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment Gongpei Zhao, Tao Wang, Congyan Lang, Yi Jin, Yidong Li, Haibin Ling Conf. on Neural Information Processing Systems (NeurIPS), 2024 pdf |
	Weakly Supervised Monocular 3D Object Detection by Spatial-Temporal View Consistency Wencheng Han, Runzhou Tao, Haibin Ling, Jianbing Shen IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), accepted. link
	T-Net++: Effective Permutation-Equivariant Network for Two-View Correspondence Learning Guobao Xiao, Xin Liu, Zhen Zhong, Xiaoqin Zhang, Jiayi Ma, Haibin Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), accepted. link
	Graph Transformer for Label Placement Jingwei Qu, Yinan Chen, Pingshun Zhang, Enyu Che, Haibin Ling IEEE Visualization Conference (IEEE VIS), 2024. also in IEEE Trans. on Visualization and Computer Graphics (T-VCG) pdf | code |
	Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance Liting Lin, Heng Fan, Zhipeng Zhang, Yaowei Wang, Yong Xu, Haibin Ling European Conference on Computer Vision (ECCV), 2024 pdf | code |
	TrojVLM: Backdoor Attack Against Vision Language Models Weimin Lyu, Lu Pang, Tengfei Ma, Haibin Ling, Chao Chen European Conference on Computer Vision (ECCV), 2024 pdf |
	Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment Libo Zhang, Wenzhang Zhou, Heng Fan, Tiejian Luo, Haibin Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), accepted. pdf | code |
	Self-supervised 3D Skeleton Completion for Vascular Structures Jiaxiang Ren, Zhenghong Li, Wensheng Cheng, Zhilin Zou, Kicheon Park, Yingtian Pan, Haibin Ling International Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024. pdf | code |
	Self-supervised Denoising and Bulk Motion Artifact Removal of 3D Optical Coherence Tomography Angiography of Awake Brain Zhenghong Li, Jiaxiang Ren, Zhilin Zou, Kalyan Garigapati, Congwu Du, Yingtian Pan, Haibin Ling International Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024. pdf | code |
	CC4S: Encouraging Certainty and Consistency in Scribble-Supervised Semantic Segmentation Zhiyi Pan, Haochen Sun, Peng Jiang, Ge Li, Changhe Tu, Haibin Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), accepted. code |
	Divert More Attention to Vision-Language Object Tracking Mingzhe Guo, Zhipeng Zhang, Liping Jing, Haibin Ling, Heng Fan IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), accepted. pdf | code |
	MuGE: Multiple Granularity Edge Detection Caixia Zhou, Yaping Huang, Mengyang Pu, Qingji Guan, Ruoxi Deng, Haibin Ling IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 2024 pdf | code |
	Task-Agnostic Detector for Insertion-Based Backdoor Attacks Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen Findings of the North American Chapter of the Association for Computational Linguistics (NAACL Findings), 2024 pdf |
	A Transformative Topological Representation for Link Modeling, Prediction and Cross-domain Network Analysis Kai Zhang, Junchen Shen, Gaoqi He, Yu Sun, Haibin Ling, Hongyuan Zha, Honglin Li, Jie Zhang IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 46(9): 6126-6138, 2024. pdf |
	ViComp: Video Compensation for Projector-Camera Systems Yuxi Wang, Haibin Ling, Bingyao Huang IEEE Conf. on Virtual Reality and 3D User Interfaces (IEEE VR), 2024. also in IEEE Trans. on Visualization and Computer Graphics (T-VCG), 30(5): 2347-2356, 2024. pdf | code |
	BioDrone: A Bionic Drone-based Single Object Tracking Benchmark for Robust Vision Xin Zhao, Yipei Wang, Shiyu Hu, Jing Zhang, Yimin Hu, Rongshuai Liu, Haibin Ling, Yin Li, Renshu Li, Kun Liu, Jiadong Li International Journal of Computer Vision (IJCV), 132(5):1659-1684, 2024. pdf | project |
2023
	CCTV-Gun: Benchmarking Handgun Detection in CCTV Images Srikar Yellapragada*, Zhenghong Li*, Kevin Bhadresh Doshi, Purva Makarand Mhasakar, Heng Fan, Jie Wei, Erik Blasch, Bin Zhang, Haibin Ling (* equal contribution) ArXiv 2303.10703 pdf | download |
	Adaptive Color Structured Light for Calibration and Shape Reconstruction Xin Dong, Haibin Ling, Bingyao Huang Int'l Symposium on Mixed and Augmented Reality (ISMAR), 2023 pdf | code | supp |
	Attention-Enhancing Backdoor Attacks Against BERT-based Models Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, Chao Chen Findings of the Association for Computational Linguistics: EMNLP 2023 (EMNLP Findings), 2023. pdf |
	Incorporation of density scaling constraint in density functional design via contrastive representation learning Weiyi Gong, Tao Sun, Hexin Bai, Shah Tanvir ur Rahman Chowdhury, Peng Chu, Anoj Aryal, Jie Yu, Haibin Ling*, John P. Perdew*, Qimin Yan* (* Correspondence authors) RSC Digital Discovery, 2:1404-1413, 2023. pdf |
	CheckerPose: Progressive Dense Keypoint Localization for Object Pose Estimation with Graph Neural Network Ruyi Lian, Haibin Ling IEEE International Conference on Computer Vision (ICCV), 2023. pdf | code |
	Local Context-Aware Active Domain Adaptation Tao Sun, Cheng Lu, Haibin Ling IEEE International Conference on Computer Vision (ICCV), 2023. pdf | code |
	Transparent Object Tracking with Enhanced Fusion Module Kalyan Garigapati, Erik Blasch, Jie Wei, Haibin Ling IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023 pdf | code |
	Dynamic 3D imaging of cerebral blood flow in awake mice using self supervised-learning-enhanced optical coherence Doppler tomography Yingtian Pan, Kicheon Park, Jiaxiang Ren, Nora D. Volkow, Haibin Ling, Alan P. Koretsky, Congwu Du Communications Biology, 6(1):298, 2023. code |
	Backdoor Cleansing with Unlabeled Data Lu Pang, Tao Sun, Haibin Ling, Chao Chen IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 2023 pdf | code |
	The Treasure Beneath Multiple Annotations: An Uncertainty-aware Edge Detector Caixia Zhou, Yaping Huang, Mengyang Pu, Qingji Guan, Li Huang, Haibin Ling IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 2023 pdf | code
	CompenHR: Efficient Full Compensation for High-resolution Projector Yuxi Wang, Haibin Ling, Bingyao Huang IEEE Conf. on Virtual Reality and 3D User Interfaces (IEEE VR), 2023. pdf | code
	Domain Adaptation with Adversarial Training on Penultimate Activations Tao Sun, Cheng Lu, Haibin Ling Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2023 pdf | code |
	TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking Peng Chu, Jiang Wang, Quanzheng You, Haibin Ling, Zicheng Liu IEEE Winter Conference on Applications of Computer Vision (WACV), 2023 pdf |
	ARCHIE++: A Cloud-enabled Framework for Conducting AR Usability Testing Sarah Lehman, Semir Elezovikj, Haibin Ling, Chiu C. Tan IEEE Trans. on Visualization and Computer Graphics (T-VCG), 29(4):2102-2116, 2023. pdf |
	Cyclic Differentiable Architecture Search Hongyuan Yu, Houwen Peng, Hao Du, Jianlong Fu, Yan Huang, Liang Wang, Haibin Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 45(1):211-228, 2023. pdf | code |
	Consistency and Diversity Induced Human Motion Segmentation Tao Zhou, Huazhu Fu, Chen Gong, Ling Shao, Fatih Porikli, Haibin Ling, Jianbing Shen IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 45(1):197--210, 2023. pdf |
2022
	Hidden in Plain Sight: Exploring Privacy Risks of Mobile Augmented Reality Applications Sarah Lehman, Kunal Kolhe, Abrar S. Alrumayh, Haibin Ling, Chiu C. Tan ACM Trans. on Privacy and Security (TOPS), 25(4):1-35, 2022. pdf |
	SwinTrack: A Simple and Strong Baseline for Transformer Tracking Liting Lin*, Heng Fan*, Zhipeng Zhang, Yong Xu, Haibin Ling (* equal contribution) Conf. on Neural Information Processing Systems (NeurIPS), 2022 pdf | code |
	GTCaR: Graph Transformer for Camera Re-localization Xinyi Li, Haibin Ling European Conference on Computer Vision (ECCV), 2022 pdf | supp |
	Expanding Language-Image Pretrained Models for General Video Recognition Bolin Ni, Houwen Peng, Minghao Chen, Songyang Zhang, Gaofeng Meng, Jianlong Fu, Shiming Xiang, Haibin Ling European Conference on Computer Vision (ECCV), 2022 pdf | code |
	Prior Knowledge Guided Unsupervised Domain Adaptation Tao Sun, Cheng Lu, Haibin Ling European Conference on Computer Vision (ECCV), 2022 pdf | code |
	Forward Propagation, Backward Regression and Pose Association for Hand Tracking in the Wild Mingzhen Huang, Supreeth Narasimhaswamy, Saif Vazir, Haibin Ling, Minh Hoai IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 2022 pdf | data |
	EDTER: Edge Detection with Transformer Mengyang Pu, Yaping Huang, Yuming Liu, Qingji Guan, Haibin Ling IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 2022 pdf | code |
	Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography Jiaxiang Ren, Kicheon Park, Yingtian Pan, Haibin Ling IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 2022 pdf | code |
	Safe Self-Refinement for Transformer-based Domain Adaptation Tao Sun, Cheng Lu, Tianshuo Zhang, Haibin Ling IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 2022 pdf | supp | code |
	SPAA: Stealthy Projector-based Adversarial Attacks on Deep Image Classifiers Bingyao Huang, Haibin Ling IEEE Conf. on Virtual Reality and 3D User Interfaces (IEEE VR), 2022 pdf | supplementary | code | Youtube |
	Structural Landmarking and Interaction Modelling: A SLIM Network for Graph Classification Yaokang Zhu, Kai Zhang, Jun Wang, Haibin Ling, Jie Zhang, Hongyuan Zha Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2022 pdf | code |
	End-to-end orientation estimation from 2D cryo-EM images Ruyi Lian, Bingyao Huang, Liguo Wang, Qun Liu, Yuewei Lin, Haibin Ling Acta Crystallographica Section D - Structural Biology, 78(2):174-186, 2022 pdf |
	Efficient Deterministic Search with Robust Loss Functions for Geometric Model Fitting Aoxiang Fan, Jiayi Ma, Xingyu Jiang, Haibin Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 44(11):8212-8229, 2022. pdf | code |
	Detection and Tracking Meet Drones Challenge Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Heng Fan, Qinghua Hu, Haibin Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 44(11):7380--7399, 2022. pdf | data |
	Salient Object Detection in the Deep Learning Era: An In-Depth Survey W. Wang, Q. Lai, H. Fu, J. Shen, H. Ling, R. Yang IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 44(6):3239-3259, 2022 arXiv | code-data |
	End-to-end Full Projector Compensation Bingyao Huang, Tao Sun, Haibin Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 44(6):2953-2967, 2022 Some preliminary results appear in CVPR 2019 and ICCV 2019 pdf | suppl. | code |
	TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge Junyi Feng, Songyuan Li, Xi Li, Fei Wu, Qi Tian, Ming-Hsuan Yang, Haibin Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 44(3):1591-1603, 2022 pdf | code |
	U2Fusion: A Unified Unsupervised Image Fusion Network Han Xu, Jiayi Ma, Junjun Jiang, Xiaojie Guo, Haibin Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 44(1): 502-518, 2022 pdf |
2021
	Searching the Search Space of Vision Transformer Minghao Chen, Kan Wu, Bolin Ni, Houwen Peng, Bei Liu, Jianlong Fu, Hongyang Chao, Haibin Ling Conf. on Neural Information Processing Systems (NeurIPS), 2021. pdf |
	AutoFormer: Searching Transformers for Visual Recognition Minghao Chen*, Houwen Peng*, Jianlong Fu, Haibin Ling (* equal contribution) IEEE International Conference on Computer Vision (ICCV), 2021. pdf | code |
	Transparent Object Tracking Benchmark Heng Fan, Halady Akhilesha Miththanthaya, Harshit, Siranjiv Ramana Rajan, Xiaoqiong Liu, Zhilin Zou, Yuewei Lin, Haibin Ling IEEE International Conference on Computer Vision (ICCV), 2021. pdf | data and toolkit |
	PoGO-Net: Pose Graph Optimization with Graph Neural Networks Xinyi Li and Haibin Ling IEEE International Conference on Computer Vision (ICCV), 2021. pdf | code |
	Hypergraph Neural Networks for Hypergraph Matching Xiaowei Liao, Yong Xu, Haibin Ling IEEE International Conference on Computer Vision (ICCV), 2021. pdf | code |
	RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and Depth Mengyang Pu, Yaping Huang, Qingji Guan, Haibin Ling IEEE International Conference on Computer Vision (ICCV), 2021. pdf | code |
	AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning Hong Wang, Yuefan Deng, Shinjae Yoo, Haibin Ling, Yuewei Lin IEEE International Conference on Computer Vision (ICCV), 2021. pdf | code |
	CRACT: Cascaded Regression-Align-Classification for Robust Tracking Heng Fan and Haibin Ling IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021 pdf |
	TracKlinic: Diagnosis of Challenge Factors in Visual Tracking Heng Fan, Fan Yang, Peng Chu, Lin Yuan, Haibin Ling IEEE Winter Conference on Applications of Computer Vision (WACV), 2021 pdf | code-data | youtube |
	Adaptive Edge Attention for Graph Matching with Outliers Jingwei Qu, Haibin Ling, Chenrui Zhang, Xiaoqing Lyu, Zhi Tang Proc. of Int'l Joint Conf. on Artificial Intelligence (IJCAI), 2021 pdf | code |
	GMOT-40: A Benchmark for Generic Multiple Object Tracking Hexin Bai*, Wensheng Cheng*, Peng Chu*, Juehuan Liu, Kai Zhang, Haibin Ling (* equal contribution) IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 pdf | data |
	One-Shot Neural Ensemble Architecture Search by Diversity Guided Search Space Shrinking Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 arXiv | code |
	OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection Tingting Liang, Yongtao Wang, Guosheng Hu, Zhi Tang, Haibin Ling IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 pdf | code |
	DeProCams: Simultaneous Relighting, Compensation and Shape Reconstruction for Projector-Camera Systems Bingyao Huang and Haibin Ling IEEE Conf. on Virtual Reality and 3D User Interfaces (IEEE VR), 2021. [Best Journal Paper Award] also in IEEE Trans. on Visualization and Computer Graphics (T-VCG) pdf | suppl. | code | youtube |
	Modeling Deep Learning Based Optical Attacks to Mail Privacy Bingyao Huang, Ruyi Lian, Dimitris Samaras, Haibin Ling Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2021 pdf | suppl. | code |
	Paying Attention to Video Object Segmentation Wenguan Wang, Jianbing Shen, Steven C. H. Hoi, Haibin Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 43(7): 2413-2428, 2021. pdf | download |
	Dynamical Hyperparameter Optimization via Deep Reinforcement Learning in Tracking X. Dong, J. Shen, W. Wang, L. Shao, H. Ling, F. Porikli IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 43(5):1515-1529, 2021. pdf |
	LaSOT: A High-quality Large-scale Single Object Tracking Benchmark Heng Fan*, Hexin Bai*, Liting Lin, Fan Yang, Peng Chu, Ge Deng, Sijia Yu, Harshit, Mingzhen Huang, Juehuan Liu, Yong Xu, Chunyuan Liao, Lin Yuan, Haibin Ling (* equal contribution) International Journal of Computer Vision (IJCV), 129:439-461, 2021. (A preliminary version appears in CVPR 2019) pdf | download |
	MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval X. Liu, Z. Hu, H. Ling, Y.-M. Cheung IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 43(3): 964-981, 2021. pdf |
	Revisiting Video Saliency Prediction in the Deep Learning Era W. Wang, J. Shen, J. Xie, M.-M. Cheng, H. Ling, A. Borji IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 43(1): 220-237, 2021. pdf | code-data
2020
	Object Discovery From a Single Unlabeled Image by Mining Frequent Itemset With Multi-scale Features Runsheng Zhang, Yaping Huang, Mengyang Pu, Jian Zhang, Qingji Guan, Qi Zou, Haibin Ling IEEE Trans. on Image Processing (T-IP), 39:8606-8621, 2020. pdf | Code |
	Cross-Modal Weighting Network for RGB-D Salient Object Detection Gongyang Li, Zhi Liu, Linwei Ye, Yang Wang, Haibin Ling European Conference on Computer Vision (ECCV), 2020. pdf | code |
	Feature Space Augmentation for Long-Tailed Data Peng Chu, Xiao Bian, Shaopeng Liu, Haibin Ling European Conference on Computer Vision (ECCV), 2020. pdf |
	Robust Multi-modal 3D Patient Body Modeling Fan Yang*, Ren Li*, Georgios Georgakis, Srikrishna Karanam, Terrence Chen, Haibin Ling, Ziyan Wu (* equal contribution) International Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2020. pdf |
	Learning Combinatorial Solver for Graph Matching Tao Wang, He Liu, Yidong Li, Yi Jin, Xiaohui Hou, Haibin Ling IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2020 pdf | code w/ data (~1.7G)
	Cascaded Human-Object Interaction Recognition Tianfei Zhou, Wenguan Wang, Qiyuan Qi, Haibin Ling, Jianbing Shen IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2020 pdf | code |
	ARCHIE: A User-Focused Framework for Testing Augmented Reality Applications in the Wild Sarah Lehman, Haibin Ling, Chiu C. Tan IEEE Conf. on Virtual Reality and 3D User Interfaces (IEEE VR), 2020 pdf |
	Hybrid Camera Pose Estimation with Online Partitioning for SLAM Xinyi Li and Haibin Ling Proc. of IEEE Int'l Conference on Robotics and Automation (ICRA), 2020 pdf |
	CBNet: A Novel Composite Backbone Network Architecture for Object Detection Yudong Liu, Yongtao Wang, Siwei Wang, Tingting Liang, Qijie Zhao, Zhi Tang, Haibin Ling Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2020 pdf | code |
	3D Mapping and 6D Pose Computation for Real Time Augmented Reality on Cylindrical Objects F. Tang, Y. Wu, X. Hou, H. Ling IEEE Trans. on Circuits and Systems for Video Technology (T-CSVT), 30(9):2887-2899, 2020. pdf |
	Dual L1-Normalized Context/Hyper-Context Aware Tensor Power Iteration and Its Applications to Multi-Object Tracking and Multi-Graph Matching W. Hu, X. Shi, Z. Zhou, J. Xing, H. Ling, S. Maybank International Journal of Computer Vision (IJCV), 128:360-392, 2020. pdf |
	Tracking-by-Fusion via Gaussian Processes Regression Based Transfer Learning J. Gao, Q. Wang, J. Xing, H. Ling, W. Hu, S. Maybank IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 42(4):939-955, 2020. pdf
	Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection F. Yang, L. Zhang, S. Yu, D. Prokhorov, X. Mei, H. Ling IEEE Trans. on Intelligent Transportation Systems (T-ITS), 21(4):1525-1535, 2020. pdf | data
	Mutually Guided Image Filtering X. Guo, Y. Li, J. Ma, H. Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 42(3):694-707, 2020. pdf | code
	Automatic Spatially Varying Illumination Simulation of Indoor Scenes Based on a Single RGB-D Image G. Xing, Y. Liu, H. Ling, X. Granier, Y. Zhang IEEE Trans. on Visualization and Computer Graphics (T-VCG), 26(4):1672-1685, 2020. pdf |
2019
	CompenNet++: End-to-end Full Projector Compensation B. Huang and H. Ling IEEE International Conference on Computer Vision (ICCV), 2019. pdf | Supp. (~180M) | data-code |
	Deformable Surface Tracking by Graph Matching T. Wang, H. Ling, C. Lang, S. Feng, X. Hou IEEE International Conference on Computer Vision (ICCV), 2019. pdf | code and data (~2G) |
	Human-Aware Motion Deblurring Z. Shen, W. Wang, X. Lu, J. Shen, H. Ling, T. Xu, L. Shao IEEE International Conference on Computer Vision (ICCV), 2019. pdf | project |
	FAMNet: Learning Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking P. Chu and H. Ling IEEE International Conference on Computer Vision (ICCV), 2019. pdf |
	Clustered Object Detection in Aerial Images F. Yang, H. Fan, P. Chu, E. Blasch, H. Ling IEEE International Conference on Computer Vision (ICCV), 2019. pdf | code |
	End-to-end Projector Photometric Compensation B. Huang and H. Ling IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019. pdf | Supp. | project
	Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking H. Fan and H. Ling IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019. pdf | code
	Learning Unsupervised Video Object Segmentation through Visual Attention W. Wang, H. Song, S. Zhao, J. Shen, S. Zhao, S. Hoi, H. Ling IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019. pdf | download
	LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking H. Fan*, L. Lin*, F. Yang*, P. Chu*, G. Deng, S. Yu, H. Bai, Y. Xu, C. Liao, H. Ling (* equal contribution) IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019. pdf | download
	Parallel Tracking and Verifying H. Fan and H. Ling IEEE Trans. on Image Processing (T-IP), 28(8):4130-4144, 2019. A preliminary version appears in ICCV 2017 pdf | Code |
	StructVIO : Visual-inertial Odometry with Structural Regularity of Man-made Environments D. Zou, Y. Wu, L. Pei, H. Ling, W. Yu IEEE Trans. on Robotics (T-RO), 35(4):999-1013, 2019. pdf | Project |
	Rank-1 Tensor Approximation for High-Order Association in Multi-Target Tracking X. Shi, H. Ling, Y. Pang, W. Hu, P. Chu, J. Xing International Journal of Computer Vision (IJCV), 127(8):1063-1083, 2019. pdf
	Privacy-Protective-GAN for Privacy Preserving Face De-identification Y. Wu, F. Yang, Y. Xu, H. Ling Journal of Computer Science and Technology (JCST), 34(1):47-60, 2019. pdf
	M2Det: A Single-Shot Object detector based on Multi-Level Feature Pyramid Network Q. Zhao, T. Sheng, Y. Wang, Z. Tang, Y. Chen, L. Cai, H. Ling Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2019 pdf | code
	Differential Features for Pedestrian Detection: A Taylor Series Perspective J. Shen, X. Zuo, W. Yang, D. Prokhorov, X. Mei, H. Ling IEEE Trans. on Intelligent Transportation Systems (T-ITS), 20(8):2913-2922, 2019.
	A Deep Network Solution for Attention and Aesthetics Aware Photo Cropping W. Wang, J. Shen, H. Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 41(7):1531-1544, 2019. pdf
	Pedestrian Proposal and Refining Based on the Shared Pixel Differential Feature J. Shen, X. Zuo, L. Zhu, J. Li, W. Yang, H. Ling IEEE Trans. on Intelligent Transportation Systems (T-ITS), 20(6): 2085-2095, 2019.
2018
	Graph Matching with Adaptive and Branching Path Following T. Wang, H. Ling, C. Lang, S. Feng IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 40(12):2853-2867, 2018. A preliminary version appears in ECCV 2016 pdf | code
	Multi-level Contextual RNNs with Attention Model for Scene Labeling H. Fan, X. Mei, D. Prokhorov, H. Ling IEEE Trans. on Intelligent Transportation Systems (T-ITS), 19(11):3475-3485, 2018. pdf
	A Single-shot-per-pose Camera-Projector Calibration System For Imperfect Planar Targets B. Huang, S. Ozdemir, Y. Tang, C. Liao, H. Ling Int'l Symposium on Mixed and Augmented Reality (ISMAR), short paper, 2018 pdf | code
	Planar Object Tracking in the Wild: A Benchmark P. Liang, Y. Wu, H. Lu, L. Wang, C. Liao, H. Ling Proc. of IEEE Int'l Conference on Robotics and Automation (ICRA), 2018 pdf | POT-210 benchmark
	Constrained Confidence Matching for Planar Object Tracking T. Wang, H. Ling, C. Lang, S. Feng, Y. Jing, Y. Li Proc. of IEEE Int'l Conference on Robotics and Automation (ICRA), 2018 pdf | code w/ demo (~120M)
	Graph Correspondence Transfer for Person Re-identification Q. Zhou, H. Fan, S. Zheng, H. Su, X. Li, S. Wu, H. Ling Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2018 pdf | code
	Joint Headlight Pairing and Vehicle Tracking by weighted Set Packing in Nighttime Traffic videos Q. Zou, H. Ling, Y. Pang, Y. Huang, M. Tian IEEE Trans. on Intelligent Transportation Systems (T-ITS), 19(6):1950-1961, 2018. pdf | dataset
	Gracker: A Graph-based Planar Object Tracker T. Wang and H. Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 40(6):1494-1501, 2018. pdf | code
	Cross-domain Traffic Scene Understanding: A Dense Correspondence based Transfer Learning Approach S. Di, H. Zhang, C.-G. Li, X. Mei, D. Prokhorov, H. Ling IEEE Trans. on Intelligent Transportation Systems (T-ITS), 19(3):745-757, 2018. pdf | data
2017
	LIME: Low-light IMage Enhancement via Illumination Map Estimation Xiaojie Guo, Yu Li, Haibin Ling IEEE Trans. on Image Processing (T-IP), 26(2): 982-993, 2017.
	Parallel Tracking and Verifying: A Framework for Real-Time and High Accuracy Visual Tracking H. Fan and H. Ling IEEE International Conference on Computer Vision (ICCV), 2017. pdf | Code |
	Saliency Pattern Detection by Ranking Structured Trees L. Zhu, H. Ling, J. Wu, H. Deng, J. Liu IEEE International Conference on Computer Vision (ICCV), 2017. pdf | Code |
	Comparison of Micro-CT and Cone Beam CT on the Feasibility of Assessing Mandibular Trabecular Structures X. Liang, Z. Zhang, J. Gu, Z. Wang, B. Vandenberghe, R. Jacobs, J. Yang, G. Ma, H. Ling, X. Ma Dentomaxillofacial Radiology (DMFR), 46(5):20160435, 2017. paper link
	SANet: Structure-Aware Network for Visual Tracking H. Fan and H. Ling CVPR Workshop on DeepVision: Temporal Deep Learning, 2017. pdf | code
	Saliency Detection on Light Field N. Li, J. Ye, Y. Ji, H. Ling, J. Yu IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 39(8):1605-1616, 2017. A preliminary version appears in CVPR 2014
	Exclusivity Regularized Machine: A New Ensemble SVM Classifier X. Guo, X. Wang, H. Ling Proc. of Int'l Joint Conf. on Artificial Intelligence (IJCAI), 2017 pdf |
	Illumination Insensitive Efficient Second-order Minimization for Planar Object Tracking L. Chen, F. Zhou, Y. Shen, X. Tian, H. Ling, Y. Chen Proc. of IEEE Int'l Conference on Robotics and Automation (ICRA), 2017 pdf | code
	Osteoporosis Prescreening Using Dental Panoramic Radiographs Feature Analysis C. Bo, X. Liang, P. Chu, J. Xu, X. Wang, J. Yang, V. Megalooikonomou, H. Ling Proc. of IEEE Int'l Symposium on Biomedical Imaging (ISBI), 2017 pdf
	LIME: Low-light IMage Enhancement via Illumination Map Estimation X. Guo, Y. Li, H. Ling IEEE Trans. on Image Processing (T-IP), 26(2):982-993, 2017 pdf | code
	Salient Object Detection via Structured Matrix Decomposition H. Peng, B. Li, H. Ling, W. Hu, W. Xiong, S. Maybank IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 39(4):818-832, 2017. code | data | benchmark |
2016
	Branching Path Following for Graph Matching T. Wang, H. Ling, C. Lang, J. Wu European Conference on Computer Vision (ECCV), 2016. pdf | code
	Structure-Aware Rank-1 Tensor Approximation for Curvilinear Structure Tracking Using Learned Hierarchical Features P. Chu, Y. Pang, E. Cheng, Y. Zhu, Y. Zheng, H. Ling International Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2016. pdf
	Symmetry-Aware Graph Matching T. Wang, H. Ling, C. Lang, H. Yang Pattern Recognition (PR), 60:657-668, 2016
	Light Mixture Intrinsic Image Decomposition Based on a Single RGB-D Image G. Xing, Y. Liu, W. Zhang, H. Ling The Visual Computer, 32(6-8): 1013-1023, 2016 pdf
	Tensor Power Iteration for Multi-Graph Matching X. Shi, H. Ling, W. Hu, J. Xing, Y. Zhang IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2016. pdf |
	Crowd Scene Understanding with Coherent Recurrent Neural Networks H. Su, Y. Dong, J. Zhu, H. Ling, B. Zhang Proc. of Int'l Joint Conf. on Artificial Intelligence (IJCAI), 2016 pdf |
	Path Following with Adaptive Path Estimation for Graph Matching T. Wang and H. Ling Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2016 pdf
	Dynamic Scene Classification Using Redundant Spatial Pooling L. Du and H. Ling IEEE Trans. on Cybernetic, 46(9):2156-2165, 2016 pdf
2015
	3D Hand Pose Estimation Using Randomized Decision Forest with Segmentation Index Points P. Li, H. Ling, X. Li, C. Liao IEEE International Conference on Computer Vision (ICCV), 2015. pdf
	Encoding Color Information for Visual Tracking:Algorithms and Benchmark P. Liang, E. Blasch, H. Ling IEEE Trans. on Image Processing (T-IP), 24(12):5630--5644, 2015. pdf | Download Benchmark
	Covert Photo Classification by Fusing Image Features and Visual Attributes H. Lang and H. Ling IEEE Trans. on Image Processing (T-IP), 24(10):2996--3008, 2015 A preliminary version appears in CVPR 2012 dataset
	Robust Nighttime Vehicle Detection by Tracking and Grouping Headlights Q. Zou, H. Ling, S. Luo, Y. Huang, M. Tian IEEE Trans. on Intelligent Transportation Systems (T-ITS), 16(5):2838-2849, 2015.
	Predicting Image Memorability by Multi-view Adaptive Regression H. Peng, K. Li, B. Li, H. Ling, W. Xiong, W. Hu ACM Multimedia Conference (ACM MM), 2015. pdf
	Cross-Age Face Verification by Coordinating with Cross-Face Age Verification L. Du and H. Ling IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2015. pdf | Source code
	Classifying Dynamic Textures via Spatiotemporal Fractal Analysis Y. Xu, Y. Quan, Z. Zhang, H. Ling, H. Ji Pattern Recognition (PR), 48(10):3239-3248, 2015 Some preliminary work appears in ICCV 2011
2014
	Discriminative Vessel Segmentation in Retinal Images by Fusing Context-Aware Hybrid Features E. Cheng, L. Du, Y. Wu, Y. Zhu, V. Megalooikonomou, H. Ling Machine Vision and Applications (MVA), 25(7): 1779-179, 2014. pdf
	Transfer Learning Based Visual Tracking with Gaussian Process Regression J. Gao, H. Ling, W. Hu, J. Xing European Conference on Computer Vision (ECCV), Part III, LNC 8691, pp. 188-203, 2014. pdf | Supplementary | Code |
	GARP-Face: Balancing Privacy Protection and Utility Preservation in Face De-identification L. Du, M. Yi, E. Blasch, H. Ling Proc. of IEEE Int'l Joint Conf. on Biometrics (IJCB), Clearwater, 2014. pdf |
	Bin Ratio-Based Histogram Distances and Their Application to Image Classification W. Hu, N. Xie, R. Hu, H. Ling, Q. Chen, S. Yan, S. Maybank IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 36(12): 2338-2352, 2014. Some preliminary results appear in CVPR 2010 pdf |
	Exploiting Competition Relationship for Robust Visual Recognition L. Du and H. Ling Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2014 pdf | Code
	Multi-target Tracking with Motion Context in Tenor Power Iteration X. Shi, H. Ling, W. Hu, C. Yuan, J. Xing IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Columbus OH, 2014 pdf
	Curvilinear Structure Tracking by Low Rank Tensor Approximation with Model Propagation E. Cheng, Y. Pang, Y. Zhu, J. Yu, H. Ling IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Columbus OH, 2014 pdf
	Saliency Detection on Light Fields N. Li, J. Ye, Y. Ji, H. Ling, J. Yu IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Columbus OH, 2014 pdf | dataset
	Cross gender-age trabecular texture analysis in dental cone beam computed tomography H. Ling, X. Yang, P. Li, V. Megalooikonomou, Y. Xu, J. Yang Dentomaxillofacial Radiology (DMFR), 43:20130324, 2014. pdf
	Image Classification Using Multi-Scale Information Fusion Based on Saliency Driven Nonlinear Diffusion Filtering W. Hu, R. Hu, N. Xie, H. Ling, S. Maybank IEEE Trans. on Image Processing (T-IP), 23(4):1513--1526, 2014.
	Angular Pattern and Binary Angular Pattern for Shape Retrieval R. Hu, W. Jia, H. Ling, Y. Zhao, J. Gui IEEE Trans. on Image Processing (T-IP), 23(3):1118--1127, 2014.
	Trabecular Texture Analysis in Dental CBCT by Multi-ROI Multi-Feature Fusion P. Li, X. Yang, F. Xie, J. Yang, E. Cheng, V. Megalooikonomou, Y. Xu, H. Ling Proc. of IEEE Int'l Symposium on Biomedical Imaging (ISBI), 2014 pdf
	Visual Tracking via Online Non-negative Matrix Factorization Y. Wu, B. Shen, H. Ling IEEE Trans. on Circuits and Systems for Video Technology (T-CSVT), 24(3): 374-383, 2014. pdf
	Action Recognition Using Non-negative Action Component Representation and Sparse Basis Selection H. Wang, C. Yuan, W. Hu, H. Ling, W. Yang, C. Sun IEEE Trans. on Image Processing (T-IP), 23(2):570--581, 2014.
	Modeling Geometric-Temporal Context with Directional Pyramid Co-occurrence for Action Recognition C. Yuan, X. Li, W. Hu, H. Ling, S. Maybank IEEE Trans. on Image Processing (T-IP), 23(2):658--672, 2014.
2013
	Finding the Best from the Second Bests - Inhibiting Subjective Bias in Evaluation of Visual Tracking Algorithms Y. Pang and H. Ling IEEE International Conference on Computer Vision (ICCV), 2013. pdf
	Salient Region Detection by UFO: Uniqueness, Focusness and Objectness P. Jiang, H. Ling, J. Yu, J. Peng IEEE International Conference on Computer Vision (ICCV), 2013. pdf | Code and results
	Line-Assisted Light Field Triangulation and Stereo Matching Z. Yu, X. Guo, H. Ling, A. Lumsdaine, J. Yu IEEE International Conference on Computer Vision (ICCV), 2013. pdf
	Multi-target Tracking by Rank-1 Tensor Approximation X. Shi, H. Ling, J. Xing, W. Hu IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2013. pdf
	3D R Transform on Spatio-Temporal Interest Points for Action Recognition C. Yuan, X. Li, W. Hu, H. Ling, S. Maybank IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2013. pdf
	Scale and Object Aware Image Thumbnailing J. Sun and H. Ling International Journal of Computer Vision (IJCV), 104:135--153, 2013. Some preliminary work appears in ICCV 2011 pdf | Code and data
	Efficient Minimum Error Bounded Particle Resampling L1 Tracker with Occlusion Detection X. Mei, H. Ling, Y. Wu, E. Blasch, L. Bai IEEE Trans. on Image Processing (T-IP), 22(7):2661-2675, 2013. A preliminary version appears in CVPR 2011 pdf
	Block Covariance Based L1 Tracker with a Subtle Template Dictionary X. Zhang, W. Li, W. Hu, H. Ling, S. Maybank Pattern Recognition (PR), 46(7):1750-1761, 2013
	Wavelet Domain Multi-fractal Analysis for Static and Dynamic Texture Classification H. Ji, X. Yang, H. Ling, Y. Xu IEEE Trans. on Image Processing (T-IP), 22(1):286-299, 2013 A preliminary version appears in CVPR 2010 pdf
2012
	Multiscale Distance Matrix for Fast Plant Leaf Recognition R. Hu, W. Jia, H. Ling, D. Huang IEEE Trans. on Image Processing (T-IP), 21(11):4667--4672, 2012 pdf
	Classifying Covert Photographs H. Lang and H. Ling IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Rhode Island, 2012. pdf | dataset
	Online Robust Image Alignment via Iterative Convex Optimization Y. Wu, B. Shen, H. Ling IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Rhode Island, 2012. pdf
	Real Time Robust L1 Tracker Using Accelerated Proximal Gradient Approach C. Bao, Y. Wu, H. Ling, H. Ji IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Rhode Island, 2012. pdf | Code
	Learning-based Automatic Breast Tumor Detection and Segmentation in Ultrasound Images P. Jiang, J. Peng, G. Zhang, E. Cheng, V. Megalooikonomou, H. Ling Proc. of IEEE Int'l Symposium on Biomedical Imaging (ISBI), 2012 pdf
	Real-time Probabilistic Covariance Tracking with Efficient Model Update Y. Wu, J. Cheng, J. Wang, H. Lu, J. Wang, H. Ling, E. Blasch, L. Bai IEEE Trans. on Image Processing (T-IP), 21(5):2824-2837, 2012 pdf
	Learning pair-wise gene functional similarity by multiplex gene expression maps L. An, H. Ling, Z. Obradovic, D.J. Smith, V. Megalooikonomou BMC Bioinformatics, 13(S-3):S1, 2012. link
2011
	Scale and Object Aware Image Retargeting for Thumbnail Browsing J. Sun and H. Ling IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011. PDF (~5M)
	Blurred Target Tracking by Blur-driven Tracker Y. Wu, H. Ling, J. Yu, F. Li, X. Mei, E. Cheng IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011. PDF (~11M) | TUblur sequences and annotation (~430M) |
	Dynamic Texture Classification Using Dynamic Fractal Analysis Y. Xu, Y. Quan, H. Ling, H. Ji IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011. pdf
	Preservative License Plate De-identification for Privacy Protection L. Du and H. Ling Int'l Conf. on Document Analysis and Recognition (ICDAR), Beijing, China, 2011. pdf
	Identifying pair-wise gene functional similarity by multiplex gene expression maps and supervised learning L. An, H. Ling, Z. Obradovic, D.J. Smith, V. Megalooikonomou ACM Conf. on Bioinformatics, Computational Biology and Biomedicine (BCB), Chicago, 2011. pdf
	Robust Visual Tracking and Vehicle Classification via Sparse Representation X. Mei and H. Ling IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 33(11):2259--2272, 2011. A preliminary version appeared in ICCV 2009 pdf | Code |
	Minimum Error Bounded Efficient L1 Tracker with Occlusion Detection X. Mei, H. Ling, Y. Wu, E. Blasch, L. Bai IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, 2011. pdf | Data (sequences and annotation, ~190M) |
	Illumination Recovery from Image with Cast Shadows via Sparse Representation X. Mei, H. Ling, D. W. Jacobs IEEE Trans. on Image Processing (T-IP), 20(8):2366--2377, 2011. A preliminary version appeared in ICCV 2009 pdf
	Segmentation of Anatomical Branching Structures based on Texture Features and Graph Cut T. Nuzhnaya, E. Cheng, H. Ling, D. Kontos, P. R. Bakic, V. Megalooikonomou Proc. of IEEE Int'l Symposium on Biomedical Imaging (ISBI), 2011 pdf
2010
	Balancing Deformability and Discriminability for Shape Matching H. Ling, X. Yang, L. J. Latecki European Conference on Computer Vision (ECCV), Crete Greece, 2010. pdf
	Contour Based Object Detection Using Part-Bundles C. Lu, N. Adluru, H. Ling, G. Zhu, L. J. Latecki Computer Vision and Image Understanding (CVIU), 114(7):827-834, 2010. pdf
	Use Bin-Ratio Information for Category and Scene Classification N. Xie, H. Ling, W. Hu, X. Zhang IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), San Francisco, 2010. pdf
	A New Texture Descriptor Using Multifractal Analysis in Multi-orientation Wavelet Pyramid Y. Xu, X. Yang, H. Ling, H. Ji IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), San Francisco, 2010. PDF (~8M)
	Mammographic Image Classification Using Histogram Intersection E. Cheng, N. Xie, H. Ling, P. Bakic, A. Maidment, V. Megalooikonomou Proceedings of the 7th IEEE International Symposium on Biomedical Imaging (ISBI), 2010 pdf
	Face Verification across Age Progression using Discriminative Methods H. Ling, S. Soatto, N. Ramanathan, D. W. Jacobs IEEE Trans. on Information Forensics & Security (TIFS), Vol. 5, Issue 1, 82-91, 2010. A preliminary version appeared in ICCV 2007 pdf
2009
	Robust Visual Tracking using L1 Minimization X. Mei and H. Ling IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, 2009. pdf | Code |
	Shape Guided Contour Grouping with Particle Filters C. Lu, L.J. Latecki, N. Adluru, X. Yang, H. Ling IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, 2009. pdf
	Sparse Representation of Cast Shadows via L1-Regularized Least Squares X. Mei, H. Ling, D. W. Jacobs IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, 2009. pdf
	Coronary Tree Extraction Using Motion Layer Separation W. Zhang, H. Ling, S. Prummer, K.S. Zhou, M. Ostermeier, D. Comaniciu The 12th Annual International Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI), London, UK, 2009. pdf
	Constrained Marginal Space Learning for Efficient 3D Anatomical Structure Detection in Medical Images Y. Zheng, B. Georgescu, H. Ling, S. K. Zhou, M. Suehling, D. Comaniciu, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009. pdf
	Probabilistic Branching Node Detection using Hybrid Local Features H. Ling, M. Barnathan, V. Megalooikonomou, P. Bakic, A. Maidment Proceedings of the 6th IEEE International Symposium on Biomedical Imaging (ISBI), 2009 pdf
2008
	Hierarchical, Learning-based Automatic Liver Segmentation H. Ling, S. K. Zhou, Y. Zheng, B. Georgescu, M. Suehling, D. Comaniciu, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. pdf
	Searching the World's Herbaria: A System of Visual Identification of Plant Species P. Belhumeur, D. Chen, S. Feiner, D. Jacobs, J. W. Kress, H. Ling, I. Lopez, R. Ramamoorthi, S. Shirdhonkar, S. White, L. Zhang European Conference on Computer Vision (ECCV), 2008. pdf Media coverage: CNN 1 | CNN 2 | NYTimes
2007
	Proximity Distribution Kernels for Geometric Context in Category Recognition H. Ling and S. Soatto IEEE International Conference on Computer Vision (ICCV), 2007. pdf
	A Study of Face Recognition as People Age H. Ling, S. Soatto, N. Ramanathan, D. W. Jacobs IEEE International Conference on Computer Vision (ICCV), 2007. pdf
	An Efficient Earth Mover's Distance Algorithm for Robust Histogram Comparison H. Ling and K. Okada IEEE Trans on Pattern Anal. and Mach. Intell. (PAMI), 29(5):840-853, 2007. A preliminary version appeared in ECCV 2006 pdf | code |
	Shape Classification Using the Inner-Distance H. Ling and D. W. Jacobs IEEE Trans on Pattern Anal. and Mach. Intell. (PAMI), 29(2):286-299, 2007. A preliminary version appeared in CVPR 2005 pdf | Matlab codes for matching demo (~113K), for the Articulated Shapes (~130K) | for the Swedish Leaves (~1M) | for the MPEG7 Shapes (~1.9M) | Smithsonian Leaves (4.5M)
2006
	Techniques for Image Retrieval: Deformation Insensitivity and Automatic Thumbnail Cropping H. Ling Advisor: Prof. David W. Jacobs, Committee: Professors Yiannis Aloimonos, Ben B. Bederson, Rama Chellappa, Larry S. Davis, Min Wu PDF (~9M)
	First Steps Toward an Electronic Field Guide for Plants G. Agarwal, P. Belhumeur, S. Feiner, D. Jacobs, J. W. Kress, R. Ramamoorthi, N. Bourg, N. Dixit, H. Ling, D. Mahajan, R. Russell, S. Shirdhonkar, K. Sunkavalli, S. White Taxon, 55(3):597-610, 2006. PDF (~9M) | web | BibTex
	Diffusion Distance for Histogram Comparison H. Ling and K. Okada IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vol. I, pp. 246-253, 2006. pdf | Dataset 1, 2 | code | BibTex
	EMD-L1: An Efficient and Robust Algorithm for Comparing Histogram-Based Descriptors H. Ling and K. Okada European Conference on Computer Vision (ECCV), LNCS 3953, III:330-343, 2006. pdf | code | BibTex
2005
	Deformation Invariant Image Matching H. Ling and D.W. Jacobs IEEE International Conference on Computer Vision (ICCV) Vol. II, pp. 1466-1473, 2005. pdf | ICCV Talk (4.5M) | Dataset 1, 2 | Matlab code (~900K) | BibTex
	Using the Inner-Distance for Classification of Articulated Shapes H. Ling and D.W. Jacobs IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vol. II, pp. 719-726, 2005. pdf | Articulated shape database (~36K) | Matlab code (~113K) | BibTex
2003
	Automatic Thumbnail Cropping and Its Effectiveness B. Suh, H. Ling, B.B. Bederson, D.W. Jacobs ACM Symposium on User Interface Software and Technology (UIST), CHI Letters, 5(2), pp. 95-104, 2003. [Best Student Paper] pdf | Matlab code (~58K) | BibTex