Copyright Notice: The papers presented here are to ensure timely dissemination of scholarly and technical work and only for personal or classroom use. Copyright and all rights therein are retained by authors and/or by other copyright holders.

Selected Publication

Full pulication list can be found in my Google Scholar profile.

2024 / in press
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 |
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), accepted.
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)
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), accepted.
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 |
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
In Proc. of 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
In Proc. of European Conference on Computer Vision (ECCV), 2022
pdf | code |
Prior Knowledge Guided Unsupervised Domain Adaptation
Tao Sun, Cheng Lu, Haibin Ling
In Proc. of 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.
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
In Proc. of European Conference on Computer Vision (ECCV), 2020.
pdf | code |
Feature Space Augmentation for Long-Tailed Data
Peng Chu, Xiao Bian, Shaopeng Liu, Haibin Ling
In Proc. of 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
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
In Proc. of 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
In Proc. of 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
In Proc. of 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

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