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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017: all accepted papers

789 papers · page 5 of 8 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2017](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2017/)

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401. **[One-Shot Metric Learning for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2017.171)**Sławomir Bąk, Peter Carr*128 citations*
402. **[STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling ↗](https://doi.org/10.1109/cvpr.2017.757)**Yang He, Wei-Chen Chiu, Margret Keuper et al.*127 citations*
403. **[FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence ↗](https://doi.org/10.1109/cvpr.2017.73)**Seungryong Kim, Dongbo Min, Bumsub Ham et al.*126 citations*
404. **[Fine-Grained Image Classification via Combining Vision and Language ↗](https://doi.org/10.1109/cvpr.2017.775)**Xiangteng He, Yuxin Peng*126 citations*
405. **[Global Hypothesis Generation for 6D Object Pose Estimation ↗](https://doi.org/10.1109/cvpr.2017.20)**Frank Michel, Alexander Kirillov, Eric Brachmann et al.*126 citations*
406. **[Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr.2017.636)**Zhengming Ding, Ming Shao, Yun Fu*126 citations*
407. **[Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr.2017.217)**Xing Xu, Fumin Shen, Yang Yang et al.*126 citations*
408. **[Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network ↗](https://doi.org/10.1109/cvpr.2017.167)**Jinwei Gu, Xiaodong Yang, Shalini De Mello et al.*125 citations*
409. **[Feedback Networks ↗](https://doi.org/10.1109/cvpr.2017.196)**Amir Zamir, Te-Lin Wu, Lin Sun et al.*125 citations*
410. **[A Unified Approach of Multi-scale Deep and Hand-Crafted Features for Defocus Estimation ↗](https://doi.org/10.1109/cvpr.2017.295)**Jinsun Park, Yu‐Wing Tai, Donghyeon Cho et al.*124 citations*
411. **[Creativity: Generating Diverse Questions Using Variational Autoencoders ↗](https://doi.org/10.1109/cvpr.2017.575)**Unnat Jain, Ziyu Zhang, Alexander Gerhard Schwing*123 citations*
412. **[Learning Discriminative and Transformation Covariant Local Feature Detectors ↗](https://doi.org/10.1109/cvpr.2017.523)**Xu Zhang, Felix X. Yu, Svebor Karaman et al.*123 citations*
413. **[Product Manifold Filter: Non-rigid Shape Correspondence via Kernel Density Estimation in the Product Space ↗](https://doi.org/10.1109/cvpr.2017.707)**Matthias Vestner, Roee Litman, Emanuele Rodolà et al.*123 citations*
414. **[Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos ↗](https://doi.org/10.1109/cvpr.2017.590)**Jie Song, Limin Wang, Luc Van Gool et al.*123 citations*
415. **[Zero-Shot Classification with Discriminative Semantic Representation Learning ↗](https://doi.org/10.1109/cvpr.2017.542)**Meng Ye, Yuhong Guo*122 citations*
416. **[Link the Head to the "Beak": Zero Shot Learning from Noisy Text Description at Part Precision ↗](https://doi.org/10.1109/cvpr.2017.666)**Mohamed Elhoseiny, Yizhe Zhu, Han Zhang et al.*121 citations*
417. **[On-the-Fly Adaptation of Regression Forests for Online Camera Relocalisation ↗](https://doi.org/10.1109/cvpr.2017.31)**Tommaso Cavallari, Stuart Golodetz, Nicholas A. Lord et al.*121 citations*
418. **[Template Matching with Deformable Diversity Similarity ↗](https://doi.org/10.1109/cvpr.2017.144)**Itamar Talmi, Roey Mechrez, Lihi Zelnik‐Manor*120 citations*
419. **[Weakly-Supervised Visual Grounding of Phrases with Linguistic Structures ↗](https://doi.org/10.1109/cvpr.2017.558)**Fanyi Xiao, Leonid Sigal, Yong Jae Lee*118 citations*
420. **[A Domain Based Approach to Social Relation Recognition ↗](https://doi.org/10.1109/cvpr.2017.54)**Qianru Sun, Bernt Schiele, Mario Fritz*116 citations*
421. **[Deep Crisp Boundaries ↗](https://doi.org/10.1109/cvpr.2017.187)**Yupei Wang, Xin Bo Zhao, Kaiqi Huang*115 citations*
422. **[Domain Adaptation by Mixture of Alignments of Second-or Higher-Order Scatter Tensors ↗](https://doi.org/10.1109/cvpr.2017.755)**Piotr Koniusz, Yusuf Tas, Fatih Porikli*114 citations*
423. **[CLKN: Cascaded Lucas-Kanade Networks for Image Alignment ↗](https://doi.org/10.1109/cvpr.2017.402)**Che-Han Chang, Chun‐Nan Chou, Edward Y. Chang*113 citations*
424. **[Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation ↗](https://doi.org/10.1109/cvpr.2017.770)**Anirban Roy, Siniša Todorović*113 citations*
425. **[Context-Aware Captions from Context-Agnostic Supervision ↗](https://doi.org/10.1109/cvpr.2017.120)**Ramakrishna Vedantam, Samy Bengio, Kevin P. Murphy et al.*113 citations*
426. **[Enhancing Video Summarization via Vision-Language Embedding ↗](https://doi.org/10.1109/cvpr.2017.118)**Bryan A. Plummer, Matthew Brown, Svetlana Lazebnik*113 citations*
427. **[Forecasting Human Dynamics from Static Images ↗](https://doi.org/10.1109/cvpr.2017.388)**Yu-Wei Chao, Jimei Yang, Brian L. Price et al.*113 citations*
428. **[Training Object Class Detectors with Click Supervision ↗](https://doi.org/10.1109/cvpr.2017.27)**Dim P. Papadopoulos, Jasper Uijlings, Frank Keller et al.*113 citations*
429. **[G2DeNet: Global Gaussian Distribution Embedding Network and Its Application to Visual Recognition ↗](https://doi.org/10.1109/cvpr.2017.689)**Qilong Wang, Peihua Li, Lei Zhang*112 citations*
430. **[Relationship Proposal Networks ↗](https://doi.org/10.1109/cvpr.2017.555)**Ji Zhang, Mohamed Elhoseiny, Scott D. Cohen et al.*112 citations*
431. **[Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition ↗](https://doi.org/10.1109/cvpr.2017.780)**Yufei Wang, Zhe Lin, Xiaohui Shen et al.*112 citations*
432. **[Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes ↗](https://doi.org/10.1109/cvpr.2017.71)**S. Alireza Golestaneh, Lina J. Karam*112 citations*
433. **[CNN-Based Patch Matching for Optical Flow with Thresholded Hinge Embedding Loss ↗](https://doi.org/10.1109/cvpr.2017.290)**Christian Bailer, Kiran Varanasi, Didier Stricker*111 citations*
434. **[Online Video Object Segmentation via Convolutional Trident Network ↗](https://doi.org/10.1109/cvpr.2017.790)**Won-Dong Jang, Chang‐Su Kim*111 citations*
435. **[Learning an Invariant Hilbert Space for Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2017.421)**Samitha Herath, Mehrtash Tafazzoli Harandi, Fatih Porikli*110 citations*
436. **[SRN: Side-Output Residual Network for Object Symmetry Detection in the Wild ↗](https://doi.org/10.1109/cvpr.2017.40)**Wei Ke, Jie Chen, Jianbin Jiao et al.*110 citations*
437. **[Global Optimality in Neural Network Training ↗](https://doi.org/10.1109/cvpr.2017.467)**Benjamin D. Haeffele, René Vidal*108 citations*
438. **[Making 360° Video Watchable in 2D: Learning Videography for Click Free Viewing ↗](https://doi.org/10.1109/cvpr.2017.150)**Yu-Chuan Su, Kristen Grauman*106 citations*
439. **[Reconstructing Transient Images from Single-Photon Sensors ↗](https://doi.org/10.1109/cvpr.2017.246)**Matthew O’Toole, Felix Heide, David B. Lindell et al.*106 citations*
440. **[Recurrent 3D Pose Sequence Machines ↗](https://doi.org/10.1109/cvpr.2017.588)**Mude Lin, Liang Lin, Xiaodan Liang et al.*106 citations*
441. **[Self-Supervised Learning of Visual Features through Embedding Images into Text Topic Spaces ↗](https://doi.org/10.1109/cvpr.2017.218)**Lluís Gómez, Yash Patel, Marçal Rusiñol et al.*106 citations*
442. **[Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting ↗](https://doi.org/10.1109/cvpr.2017.392)**Zhenhua Feng, Josef Kittler, William J. Christmas et al.*105 citations*
443. **[Deep Multimodal Representation Learning from Temporal Data ↗](https://doi.org/10.1109/cvpr.2017.538)**Xitong Yang, Palghat S. Ramesh, Radha Chitta et al.*104 citations*
444. **[Neural Scene De-rendering ↗](https://doi.org/10.1109/cvpr.2017.744)**Jiajun Wu, Joshua B. Tenenbaum, Pushmeet Kohli*104 citations*
445. **[Optical Flow in Mostly Rigid Scenes ↗](https://doi.org/10.1109/cvpr.2017.731)**Jonas Wulff, Laura Sevilla-Lara, Michael J. Black*104 citations*
446. **[AGA: Attribute-Guided Augmentation ↗](https://doi.org/10.1109/cvpr.2017.355)**Mandar Dixit, Roland Kwitt, Marc Niethammer et al.*103 citations*
447. **[Convex Global 3D Registration with Lagrangian Duality ↗](https://doi.org/10.1109/cvpr.2017.595)**Jesús Briales, Javier González-Jiménez*103 citations*
448. **[Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks ↗](https://doi.org/10.1109/cvpr.2017.377)**Mengmi Zhang, Keng Teck Ma, Joo‐Hwee Lim et al.*103 citations*
449. **[Gaze Embeddings for Zero-Shot Image Classification ↗](https://doi.org/10.1109/cvpr.2017.679)**Nour Karessli, Zeynep Akata, Bernt Schiele et al.*103 citations*
450. **[Provable Self-Representation Based Outlier Detection in a Union of Subspaces ↗](https://doi.org/10.1109/cvpr.2017.460)**Chong You, Daniel P. Robinson, René Vidal*103 citations*
451. **[Semantic Regularisation for Recurrent Image Annotation ↗](https://doi.org/10.1109/cvpr.2017.443)**Feng Liu, Tao Xiang, Timothy M. Hospedales et al.*103 citations*
452. **[Seeing Invisible Poses: Estimating 3D Body Pose from Egocentric Video ↗](https://doi.org/10.1109/cvpr.2017.373)**Hao Jiang, Kristen Grauman*102 citations*
453. **[Human Shape from Silhouettes Using Generative HKS Descriptors and Cross-Modal Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.584)**Endri Dibra, Himanshu Jain, Cengiz Öztireli et al.*101 citations*
454. **[The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives ↗](https://doi.org/10.1109/cvpr.2017.686)**Mohit Iyyer, Varun Manjunatha, Anupam Guha et al.*101 citations*
455. **[Learning by Association — A Versatile Semi-Supervised Training Method for Neural Networks ↗](https://doi.org/10.1109/cvpr.2017.74)**Philip Haeusser, Alexander Mordvintsev, Daniel Cremers*100 citations*
456. **[Position Tracking for Virtual Reality Using Commodity WiFi ↗](https://doi.org/10.1109/cvpr.2017.286)**Manikanta Kotaru, S. Katti*100 citations*
457. **[Amodal Detection of 3D Objects: Inferring 3D Bounding Boxes from 2D Ones in RGB-Depth Images ↗](https://doi.org/10.1109/cvpr.2017.50)**Zhuo Deng, Longin Jan Latecki*99 citations*
458. **[Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications ↗](https://doi.org/10.1109/cvpr.2017.206)**Evgeny Levinkov, Jonas Uhrig, Siyu Tang et al.*98 citations*
459. **[Outlier-Robust Tensor PCA ↗](https://doi.org/10.1109/cvpr.2017.419)**Pan Zhou, Jiashi Feng*98 citations*
460. **[Interpretable Structure-Evolving LSTM ↗](https://doi.org/10.1109/cvpr.2017.234)**Xiaodan Liang, Liang Lin, Xiaohui Shen et al.*96 citations*
461. **[Learning Dynamic Guidance for Depth Image Enhancement ↗](https://doi.org/10.1109/cvpr.2017.83)**Shuhang Gu, Wangmeng Zuo, Shi Zeng Guo et al.*96 citations*
462. **[Video Acceleration Magnification ↗](https://doi.org/10.1109/cvpr.2017.61)**Yichao Zhang, Silvia L. Pintea, Jan C. van Gemert*94 citations*
463. **[SCC: Semantic Context Cascade for Efficient Action Detection ↗](https://doi.org/10.1109/cvpr.2017.338)**Fabian Caba Heilbron, Wayner Barrios, Victor A Escorcia et al.*93 citations*
464. **[Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval ↗](https://doi.org/10.1109/cvpr.2017.560)**Albert Gordo, Diane Larlus*92 citations*
465. **[Differential Angular Imaging for Material Recognition ↗](https://doi.org/10.1109/cvpr.2017.734)**Jia Xue, Hang Zhang, Kristin Dana et al.*92 citations*
466. **[Flexible Spatio-Temporal Networks for Video Prediction ↗](https://doi.org/10.1109/cvpr.2017.230)**Chaochao Lu, Michael Hirsch, Bernhard Schölkopf*92 citations*
467. **[Multi-attention Network for One Shot Learning ↗](https://doi.org/10.1109/cvpr.2017.658)**Peng Wang, Lingqiao Liu, Chunhua Shen et al.*91 citations*
468. **[Generative Attribute Controller with Conditional Filtered Generative Adversarial Networks ↗](https://doi.org/10.1109/cvpr.2017.741)**Takuhiro Kaneko, Kaoru Hiramatsu, Kunio Kashino*90 citations*
469. **[One-To-Many Network for Visually Pleasing Compression Artifacts Reduction ↗](https://doi.org/10.1109/cvpr.2017.517)**Jun Hai Guo, Hongyang Chao*89 citations*
470. **[MCMLSD: A Dynamic Programming Approach to Line Segment Detection ↗](https://doi.org/10.1109/cvpr.2017.620)**Emilio J. Almazán, Ron Tal, Yiming Qian et al.*88 citations*
471. **[Simultaneous Facial Landmark Detection, Pose and Deformation Estimation Under Facial Occlusion ↗](https://doi.org/10.1109/cvpr.2017.606)**Yue Wu, Chao Gou, Qiang Ji*87 citations*
472. **[The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions ↗](https://doi.org/10.1109/cvpr.2017.416)**Peng Wang, Qi Wu, Chunhua Shen et al.*87 citations*
473. **[What is and What is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors ↗](https://doi.org/10.1109/cvpr.2017.468)**Changqun Xia, Jia Li, Xiaowu Chen et al.*87 citations*
474. **[Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images ↗](https://doi.org/10.1109/cvpr.2017.444)**Zhi-Qi Cheng, Xiao Ying Wu, Yang Liu et al.*86 citations*
475. **[A Dataset and Exploration of Models for Understanding Video Data through Fill-in-the-Blank Question-Answering ↗](https://doi.org/10.1109/cvpr.2017.778)**Tegan Maharaj, Nicolas Ballas, Anna Rohrbach et al.*85 citations*
476. **[Collaborative Deep Reinforcement Learning for Joint Object Search ↗](https://doi.org/10.1109/cvpr.2017.748)**Xiangyu Kong, Bo Xin, Yizhou Wang et al.*85 citations*
477. **[Improving Facial Attribute Prediction Using Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2017.450)**Mahdi M. Kalayeh, Boqing Gong, Mubarak A. Shah*85 citations*
478. **[Robust Visual Tracking Using Oblique Random Forests ↗](https://doi.org/10.1109/cvpr.2017.617)**Le Zhang, Jagannadan Varadarajan, Ponnuthurai Nagaratnam Suganthan et al.*85 citations*
479. **[Temporal Attention-Gated Model for Robust Sequence Classification ↗](https://doi.org/10.1109/cvpr.2017.94)**Wenjie Pei, Tadas Baltrušaitis, David M. J. Tax et al.*85 citations*
480. **[Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning from Web Data ↗](https://doi.org/10.1109/cvpr.2017.311)**Bohan Zhuang, Lingqiao Liu, Yao Li et al.*84 citations*
481. **[Bidirectional Multirate Reconstruction for Temporal Modeling in Videos ↗](https://doi.org/10.1109/cvpr.2017.147)**Linchao Zhu, Zhongwen Xu, Yi Ping Yang*84 citations*
482. **[Deep Semantic Feature Matching ↗](https://doi.org/10.1109/cvpr.2017.628)**Nikolai Ufer, Björn Ommer*84 citations*
483. **[HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors ↗](https://doi.org/10.1109/cvpr.2017.410)**Vassileios Balntas, Karel Lenc, Andrea Vedaldi et al.*84 citations*
484. **[Joint Intensity and Spatial Metric Learning for Robust Gait Recognition ↗](https://doi.org/10.1109/cvpr.2017.718)**Yasushi Makihara, Atsuyuki Suzuki, Daigo Muramatsu et al.*83 citations*
485. **[Multi-scale FCN with Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild ↗](https://doi.org/10.1109/cvpr.2017.58)**Dafang He, Xiao Yang, Chen Liang et al.*83 citations*
486. **[Weakly Supervised Affordance Detection ↗](https://doi.org/10.1109/cvpr.2017.552)**Johann Sawatzky, Abhilash Srikantha, Jüergen Gall*83 citations*
487. **[Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing ↗](https://doi.org/10.1109/cvpr.2017.49)**Chi Li, M. Zeeshan Zia, Quoc-Huy Tran et al.*82 citations*
488. **[Learning and Refining of Privileged Information-Based RNNs for Action Recognition from Depth Sequences ↗](https://doi.org/10.1109/cvpr.2017.498)**Zhiyuan Shi, Tae‐Kyun Kim*82 citations*
489. **[Superpixel-Based Tracking-by-Segmentation Using Markov Chains ↗](https://doi.org/10.1109/cvpr.2017.62)**Donghun Yeo, Jeany Son, Bohyung Han et al.*82 citations*
490. **[Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection ↗](https://doi.org/10.1109/cvpr.2017.51)**Guillermo Garcia-Hernando, Tae‐Kyun Kim*82 citations*
491. **[S3Pool: Pooling with Stochastic Spatial Sampling ↗](https://doi.org/10.1109/cvpr.2017.426)**Shuangfei Zhai, Hui Wu, Abhishek Kumar et al.*80 citations*
492. **[Temporal Residual Networks for Dynamic Scene Recognition ↗](https://doi.org/10.1109/cvpr.2017.786)**Christoph Feichtenhofer, Axel J. Pinz, Richard P. Wildes*80 citations*
493. **[Generalized Rank Pooling for Activity Recognition ↗](https://doi.org/10.1109/cvpr.2017.172)**Anoop Cherian, Basura Fernando, Mehrtash Tafazzoli Harandi et al.*79 citations*
494. **[Learning Deep Binary Descriptor with Multi-quantization ↗](https://doi.org/10.1109/cvpr.2017.516)**Yueqi Duan, Jiwen Lu, Ziwei Wang et al.*79 citations*
495. **[Network Sketching: Exploiting Binary Structure in Deep CNNs ↗](https://doi.org/10.1109/cvpr.2017.430)**Yiwen Guo, Anbang Yao, Hao Zhao et al.*79 citations*
496. **[Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data ↗](https://doi.org/10.1109/cvpr.2017.154)**Joel Janai, Fatma Güney, Jonas Wulff et al.*79 citations*
497. **[DeepPermNet: Visual Permutation Learning ↗](https://doi.org/10.1109/cvpr.2017.640)**Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian et al.*78 citations*
498. **[Fast Person Re-identification via Cross-Camera Semantic Binary Transformation ↗](https://doi.org/10.1109/cvpr.2017.566)**Jiaxin Chen, Yunhong Wang, Jie Qin et al.*78 citations*
499. **[Improving Training of Deep Neural Networks via Singular Value Bounding ↗](https://doi.org/10.1109/cvpr.2017.425)**Kui Jia, Dacheng Tao, Shenghua Gao et al.*77 citations*
500. **[Webly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2017.185)**Bin Jin, Maria V. Ortiz Segovia, Sabine E. Susstrunk*77 citations*

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