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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2015: all accepted papers

602 papers · page 2 of 7 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2015](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2015/)

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101. **[Learning descriptors for object recognition and 3D pose estimation ↗](https://doi.org/10.1109/cvpr.2015.7298930)**Paul Wohlhart, Vincent Lepetit*358 citations*
102. **[Reliable Patch Trackers: Robust visual tracking by exploiting reliable patches ↗](https://doi.org/10.1109/cvpr.2015.7298632)**Yang Li, Jianke Zhu, Steven C. H. Hoi*356 citations*
103. **[Correlation filters with limited boundaries ↗](https://doi.org/10.1109/cvpr.2015.7299094)**Hamed Kiani Galoogahi, Terence Sim, Simon Lucey*355 citations*
104. **[Understanding image representations by measuring their equivariance and equivalence ↗](https://doi.org/10.1109/cvpr.2015.7298701)**Karel Lenc, Andrea Vedaldi*353 citations*
105. **[Adaptive as-natural-as-possible image stitching ↗](https://doi.org/10.1109/cvpr.2015.7298719)**Chung-Ching Lin, Sharathchandra U. Pankanti, Karthikeyan Natesan Ramamurthy et al.*350 citations*
106. **[Viewpoints and keypoints ↗](https://doi.org/10.1109/cvpr.2015.7298758)**Shubham Tulsiani, Jitendra Malik*346 citations*
107. **[Deep LAC: Deep localization, alignment and classification for fine-grained recognition ↗](https://doi.org/10.1109/cvpr.2015.7298775)**Di Lin, Xiaoyong Shen, Cewu Lu et al.*345 citations*
108. **[Sketch-based 3D shape retrieval using Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2015.7298797)**Fang Wang, Le Kang, Yi Li*344 citations*
109. **[Bayesian sparse representation for hyperspectral image super resolution ↗](https://doi.org/10.1109/cvpr.2015.7298986)**Naveed Akhtar, Faisal Shafait B, Ajmal Saeed Mian*339 citations*
110. **[Designing deep networks for surface normal estimation ↗](https://doi.org/10.1109/cvpr.2015.7298652)**Xiaolong Wang, David F. Fouhey, Abhinav Gupta*338 citations*
111. **[TILDE: A Temporally Invariant Learned DEtector ↗](https://doi.org/10.1109/cvpr.2015.7299165)**Yannick Verdié, Kwang Moo Yi, Pascal Fua et al.*332 citations*
112. **[On learning optimized reaction diffusion processes for effective image restoration ↗](https://doi.org/10.1109/cvpr.2015.7299163)**Yunjin Chen, Wei Bo Yu, Thomas Pock*323 citations*
113. **[Data-driven 3D Voxel Patterns for object category recognition ↗](https://doi.org/10.1109/cvpr.2015.7298800)**Xiang Yu, Wongun Choi, Yuanqing Lin et al.*319 citations*
114. **[DevNet: A Deep Event Network for multimedia event detection and evidence recounting ↗](https://doi.org/10.1109/cvpr.2015.7298872)**Chuang Gan, Naiyan Wang, Yi Ping Yang et al.*312 citations*
115. **[GMMCP tracker: Globally optimal Generalized Maximum Multi Clique problem for multiple object tracking ↗](https://doi.org/10.1109/cvpr.2015.7299036)**Afshin Dehghan, Shayan Modiri Assari, Mubarak A. Shah*312 citations*
116. **[Salient object detection via bootstrap learning ↗](https://doi.org/10.1109/cvpr.2015.7298798)**Na Tong, Huchuan Lu, Xiang Ruan et al.*303 citations*
117. **[A stable multi-scale kernel for topological machine learning ↗](https://doi.org/10.1109/cvpr.2015.7299106)**Jan Reininghaus, Stefan Huber, Ulrich Bauer et al.*299 citations*
118. **[Phase-based frame interpolation for video ↗](https://doi.org/10.1109/cvpr.2015.7298747)**Simone Schaub-Meyer, Oliver Wang, Henning Zimmer et al.*294 citations*
119. **[Query-adaptive late fusion for image search and person re-identification ↗](https://doi.org/10.1109/cvpr.2015.7298783)**Liang Zheng, Shengjin Wang, Lu Tian et al.*292 citations*
120. **[Taking a deeper look at pedestrians ↗](https://doi.org/10.1109/cvpr.2015.7299034)**Jan Hosang, Mohamed Omran, Rodrigo Benenson et al.*285 citations*
121. **[Delving into egocentric actions ↗](https://doi.org/10.1109/cvpr.2015.7298625)**Yin Li, Zhefan Ye, James Matthew Rehg*284 citations*
122. **[Associating neural word embeddings with deep image representations using Fisher Vectors ↗](https://doi.org/10.1109/cvpr.2015.7299073)**Benjamin Klein, Guy Lev, Gil Sadeh et al.*281 citations*
123. **[Deeply learned attributes for crowded scene understanding ↗](https://doi.org/10.1109/cvpr.2015.7299097)**Jing Shao, Kai Kang, Chen Change Loy et al.*280 citations*
124. **[Symmetry-based text line detection in natural scenes ↗](https://doi.org/10.1109/cvpr.2015.7298871)**Zheng Zhang, Wei Shen, Cong Yao et al.*278 citations*
125. **[Rotating your face using multi-task deep neural network ↗](https://doi.org/10.1109/cvpr.2015.7298667)**Junho Yim, Heechul Jung, ByungIn Yoo et al.*275 citations*
126. **[Beyond Gaussian Pyramid: Multi-skip Feature Stacking for action recognition ↗](https://doi.org/10.1109/cvpr.2015.7298616)**Zhenzhong Lan, Ming Lin, Xuanchong Li et al.*264 citations*
127. **[Efficient and accurate approximations of nonlinear convolutional networks ↗](https://doi.org/10.1109/cvpr.2015.7298809)**Xiangyu Zhang, Jianhua Zou, Ming Xiang et al.*262 citations*
128. **[Category-specific object reconstruction from a single image ↗](https://doi.org/10.1109/cvpr.2015.7298807)**Abhishek Kar, Shubham Tulsiani, João Carreira et al.*255 citations*
129. **[Multi-task deep visual-semantic embedding for video thumbnail selection ↗](https://doi.org/10.1109/cvpr.2015.7298994)**Wu Liu, Tao Mei, Yongdong Zhang et al.*255 citations*
130. **[Unsupervised object discovery and localization in the wild: Part-based matching with bottom-up region proposals ↗](https://doi.org/10.1109/cvpr.2015.7298724)**Minsu Cho, Suha Kwak, Cordelia Schmid et al.*251 citations*
131. **[A mixed bag of emotions: Model, predict, and transfer emotion distributions ↗](https://doi.org/10.1109/cvpr.2015.7298687)**Kuan–Chuan Peng, Tsuhan Chen, Amir Sadovnik et al.*250 citations*
132. **[Fast and flexible convolutional sparse coding ↗](https://doi.org/10.1109/cvpr.2015.7299149)**Felix Heide, Wolfgang Heidrich, Gordon Wetzstein*245 citations*
133. **[Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition ↗](https://doi.org/10.1109/cvpr.2015.7298609)**Zhiwu Huang, Ruiping Wang, Shiguang Shan et al.*244 citations*
134. **[Deep domain adaptation for describing people based on fine-grained clothing attributes ↗](https://doi.org/10.1109/cvpr.2015.7299169)**Qiang Chen, Junshi Huang, Rogério Feris et al.*241 citations*
135. **[Understanding pedestrian behaviors from stationary crowd groups ↗](https://doi.org/10.1109/cvpr.2015.7298971)**Shuai Yi, Hongsheng Li, Xiaogang Wang*239 citations*
136. **[Just noticeable defocus blur detection and estimation ↗](https://doi.org/10.1109/cvpr.2015.7298665)**Jianping Shi, Xu Li, Jiaya Jia*238 citations*
137. **[Video co-summarization: Video summarization by visual co-occurrence ↗](https://doi.org/10.1109/cvpr.2015.7298981)**Wen-Sheng Chu, Yale Song, Alejandro Jaimes*236 citations*
138. **[Discovering states and transformations in image collections ↗](https://doi.org/10.1109/cvpr.2015.7298744)**Phillip Isola, Joseph J. Lim, Edward H. Adelson*234 citations*
139. **[Video anomaly detection and localization using hierarchical feature representation and Gaussian process regression ↗](https://doi.org/10.1109/cvpr.2015.7298909)**Kaiwen Cheng, Yie‐Tarng Chen, Wen‐Hsien Fang*234 citations*
140. **[Robust saliency detection via regularized random walks ranking ↗](https://doi.org/10.1109/cvpr.2015.7298887)**Changyang Li, Yuchen Yuan, Weidong Cai et al.*230 citations*
141. **[Fast and robust hand tracking using detection-guided optimization ↗](https://doi.org/10.1109/cvpr.2015.7298941)**Srinath Sridhar, Franziska Mueller, Antti Oulasvirta et al.*228 citations*
142. **[Web-scale training for face identification ↗](https://doi.org/10.1109/cvpr.2015.7298891)**Yaniv Taigman, Ming Yang, Marc’Aurelio Ranzato et al.*227 citations*
143. **[Project-Out Cascaded Regression with an application to face alignment ↗](https://doi.org/10.1109/cvpr.2015.7298989)**Georgios Tzimiropoulos*218 citations*
144. **[Improving object detection with deep convolutional networks via Bayesian optimization and structured prediction ↗](https://doi.org/10.1109/cvpr.2015.7298621)**Yuting Zhang, Kihyuk Sohn, Ruben Villegas et al.*216 citations*
145. **[Displets: Resolving stereo ambiguities using object knowledge ↗](https://doi.org/10.1109/cvpr.2015.7299044)**Fatma Güney, Andreas Geiger*215 citations*
146. **[Zero-shot object recognition by semantic manifold distance ↗](https://doi.org/10.1109/cvpr.2015.7298879)**Zhenyong Fu, Tao Xiang, Elyor Kodirov et al.*214 citations*
147. **[Curriculum learning of multiple tasks ↗](https://doi.org/10.1109/cvpr.2015.7299188)**Anastasia Pentina, Viktoriia Sharmanska, Christoph H. Lampert*213 citations*
148. **[Reflection removal using ghosting cues ↗](https://doi.org/10.1109/cvpr.2015.7298939)**YiChang Shih, Dilip Krishnan, Frédo Durand et al.*213 citations*
149. **[Deep transfer metric learning ↗](https://doi.org/10.1109/cvpr.2015.7298629)**Junlin Hu, Jiwen Lu, Yap‐Peng Tan*211 citations*
150. **[Neuroaesthetics in fashion: Modeling the perception of fashionability ↗](https://doi.org/10.1109/cvpr.2015.7298688)**Edgar Simo‐Serra, Sanja Fidler, Francesc Moreno-Noguer et al.*206 citations*
151. **[Weakly supervised object detection with convex clustering ↗](https://doi.org/10.1109/cvpr.2015.7298711)**Hakan Bilen, Marco Pedersoli, Tinne Tuytelaars*206 citations*
152. **[Best of both worlds: Human-machine collaboration for object annotation ↗](https://doi.org/10.1109/cvpr.2015.7298824)**Olga Russakovsky, Li-Jia Li, Li Fei-Fei*204 citations*
153. **[Predicting eye fixations using convolutional neural networks ↗](https://doi.org/10.1109/cvpr.2015.7298633)**Nian Liu, Junwei Han, Dingwen Zhang et al.*201 citations*
154. **[Modeling local and global deformations in Deep Learning: Epitomic convolution, Multiple Instance Learning, and sliding window detection ↗](https://doi.org/10.1109/cvpr.2015.7298636)**George Papandreou, Iasonas Kokkinos, Pierre-André Savalle*200 citations*
155. **[Aligning 3D models to RGB-D images of cluttered scenes ↗](https://doi.org/10.1109/cvpr.2015.7299105)**Saurabh Gupta, Pablo Arbeláez, Ross Girshick et al.*199 citations*
156. **[Semi-supervised Domain Adaptation with Subspace Learning for visual recognition ↗](https://doi.org/10.1109/cvpr.2015.7298826)**Ting Yao, Yingwei Pan, Chong‐Wah Ngo et al.*197 citations*
157. **[Joint patch and multi-label learning for facial action unit detection ↗](https://doi.org/10.1109/cvpr.2015.7298833)**Kaili Zhao, Wen-Sheng Chu, Fernando De la Torre et al.*196 citations*
158. **[Learning to segment moving objects in videos ↗](https://doi.org/10.1109/cvpr.2015.7299035)**Katerina Fragkiadaki, Pablo Arbeláez, Panna Felsen et al.*193 citations*
159. **[Subgraph decomposition for multi-target tracking ↗](https://doi.org/10.1109/cvpr.2015.7299138)**Siyu Tang, Bjoern Andres, Mykhaylo Andriluka et al.*193 citations*
160. **[Fast action proposals for human action detection and search ↗](https://doi.org/10.1109/cvpr.2015.7298735)**Gang Yu, Junsong Yuan*192 citations*
161. **[Transferring a semantic representation for person re-identification and search ↗](https://doi.org/10.1109/cvpr.2015.7299046)**Zhiyuan Shi, Timothy M. Hospedales, Tao Xiang*192 citations*
162. **[3D deep shape descriptor ↗](https://doi.org/10.1109/cvpr.2015.7298845)**Yi Fang, Jin Xie, Guoxian Dai et al.*191 citations*
163. **[Combining local appearance and holistic view: Dual-Source Deep Neural Networks for human pose estimation ↗](https://doi.org/10.1109/cvpr.2015.7298740)**Xiaochuan Fan, Kang Zheng, Yuewei Lin et al.*191 citations*
164. **[Similarity learning on an explicit polynomial kernel feature map for person re-identification ↗](https://doi.org/10.1109/cvpr.2015.7298764)**Dapeng Chen, Zejian Yuan, Gang Hua et al.*191 citations*
165. **[Global supervised descent method ↗](https://doi.org/10.1109/cvpr.2015.7298882)**Xuehan Xiong, Fernando De la Torre*189 citations*
166. **[Joint action recognition and pose estimation from video ↗](https://doi.org/10.1109/cvpr.2015.7298734)**Bruce Xiaohan Nie, Caiming Xiong, Song Chun Zhu*188 citations*
167. **[Structured Sparse Subspace Clustering: A unified optimization framework ↗](https://doi.org/10.1109/cvpr.2015.7298624)**Chunguang Li, René Vidal*186 citations*
168. **[Joint tracking and segmentation of multiple targets ↗](https://doi.org/10.1109/cvpr.2015.7299178)**Anton Milan, Laura Leal-Taixé, Konrad Schindler et al.*185 citations*
169. **[What do 15,000 object categories tell us about classifying and localizing actions? ↗](https://doi.org/10.1109/cvpr.2015.7298599)**Mihir Jain, Jan C. van Gemert, Cees G. M. Snoek*185 citations*
170. **[Clustering of static-adaptive correspondences for deformable object tracking ↗](https://doi.org/10.1109/cvpr.2015.7298895)**Georg Nebehay, Roman P. Pflugfelder*183 citations*
171. **[Efficient sparse-to-dense optical flow estimation using a learned basis and layers ↗](https://doi.org/10.1109/cvpr.2015.7298607)**Jonas Wulff, Michael J. Black*181 citations*
172. **[Learning to segment under various forms of weak supervision ↗](https://doi.org/10.1109/cvpr.2015.7299002)**Jia Wei Xu, Alexander Gerhard Schwing, Raquel Urtasun*180 citations*
173. **[The treasure beneath convolutional layers: Cross-convolutional-layer pooling for image classification ↗](https://doi.org/10.1109/cvpr.2015.7299107)**Lingqiao Liu, Chunhua Shen, Anton van den Hengel*180 citations*
174. **[Multi-manifold deep metric learning for image set classification ↗](https://doi.org/10.1109/cvpr.2015.7298717)**Jiwen Lu, Gang Wang, Weihong Deng et al.*178 citations*
175. **[Oriented edge forests for boundary detection ↗](https://doi.org/10.1109/cvpr.2015.7298782)**Sam Hallman, Charless C. Fowlkes*177 citations*
176. **[Domain-size pooling in local descriptors: DSP-SIFT ↗](https://doi.org/10.1109/cvpr.2015.7299145)**Jingming Dong, Stefano Soatto*176 citations*
177. **[Super-resolution Person re-identification with semi-coupled low-rank discriminant dictionary learning ↗](https://doi.org/10.1109/cvpr.2015.7298669)**Xiao‐Yuan Jing, Xiaoke Zhu, Fei Wu et al.*175 citations*
178. **[A Dynamic Convolutional Layer for short rangeweather prediction ↗](https://doi.org/10.1109/cvpr.2015.7299117)**Benjamin Klein, Lior Wolf, Yehuda Afek*172 citations*
179. **[Structural Sparse Tracking ↗](https://doi.org/10.1109/cvpr.2015.7298610)**Tianzhu Zhang, Si Liu, Changsheng Xu et al.*171 citations*
180. **[Hyper-class augmented and regularized deep learning for fine-grained image classification ↗](https://doi.org/10.1109/cvpr.2015.7298880)**Saining Xie, Tianbao Yang, Xiaoyu Wang et al.*167 citations*
181. **[Best-Buddies Similarity for robust template matching ↗](https://doi.org/10.1109/cvpr.2015.7298813)**Tali Dekel, Shaul Oron, Michael Rubinstein et al.*163 citations*
182. **[Depth from focus with your mobile phone ↗](https://doi.org/10.1109/cvpr.2015.7298972)**Supasorn Suwajanakorn, Carlos Hernández, Steven M. Seitz*162 citations*
183. **[Joint inference of groups, events and human roles in aerial videos ↗](https://doi.org/10.1109/cvpr.2015.7299088)**Tianmin Shu, Dan Xie, Brandon Rothrock et al.*158 citations*
184. **[Gaze-enabled egocentric video summarization via constrained submodular maximization ↗](https://doi.org/10.1109/cvpr.2015.7298836)**Jia Yue Xu, Lopamudra Mukherjee, Yin Li et al.*155 citations*
185. **[Generalized video deblurring for dynamic scenes ↗](https://doi.org/10.1109/cvpr.2015.7299181)**Tae Hyun Kim, Kyoung Mu Lee*155 citations*
186. **[Pooled motion features for first-person videos ↗](https://doi.org/10.1109/cvpr.2015.7298691)**Michael S. Ryoo, Brandon Rothrock, Larry H. Matthies*155 citations*
187. **[Completing 3D object shape from one depth image ↗](https://doi.org/10.1109/cvpr.2015.7298863)**Jason Rock, Tanmay Gupta, Justin Thorsen et al.*154 citations*
188. **[Exploiting uncertainty in regression forests for accurate camera relocalization ↗](https://doi.org/10.1109/cvpr.2015.7299069)**Julien Valentin, Matthias NieBner, Jamie Shotton et al.*154 citations*
189. **[Reconstructing the World in Six Days ↗](https://doi.org/10.1109/cvpr.2015.7298949)**Jared Heinly, Johannes L. Schönberger, Enrique Dunn et al.*153 citations*
190. **[Beyond frontal faces: Improving Person Recognition using multiple cues ↗](https://doi.org/10.1109/cvpr.2015.7299113)**Ning Zhang, Manohar Paluri, Yaniv Taigman et al.*152 citations*
191. **[Saliency propagation from simple to difficult ↗](https://doi.org/10.1109/cvpr.2015.7298868)**Chen Gong, Dacheng Tao, Wei Liu et al.*151 citations*
192. **[FlowWeb: Joint image set alignment by weaving consistent, pixel-wise correspondences ↗](https://doi.org/10.1109/cvpr.2015.7298723)**Tinghui Zhou, Yong Jae Lee, Stella X. Yu et al.*149 citations*
193. **[Robust image filtering using joint static and dynamic guidance ↗](https://doi.org/10.1109/cvpr.2015.7299115)**Bumsub Ham, Minsu Cho, Jean Ponce*147 citations*
194. **[Hashing with binary autoencoders ↗](https://doi.org/10.1109/cvpr.2015.7298654)**Miguel Á. Carreira-Perpiñán, Ramin Raziperchikolaei*146 citations*
195. **[Efficient ConvNet-based marker-less motion capture in general scenes with a low number of cameras ↗](https://doi.org/10.1109/cvpr.2015.7299005)**Ahmed Elhayek, Edilson de Aguiar, Anubhav Jain et al.*145 citations*
196. **[Understanding tools: Task-oriented object modeling, learning and recognition ↗](https://doi.org/10.1109/cvpr.2015.7298903)**Yixin Zhu, Yibiao Zhao, Song Chun Zhu*144 citations*
197. **[Fast bilateral-space stereo for synthetic defocus ↗](https://doi.org/10.1109/cvpr.2015.7299076)**Jonathan T. Barron, Andrew Adams, YiChang Shih et al.*142 citations*
198. **[Learning a non-linear knowledge transfer model for cross-view action recognition ↗](https://doi.org/10.1109/cvpr.2015.7298860)**Hossein Rahmani, Ajmal Saeed Mian*141 citations*
199. **[3D scanning deformable objects with a single RGBD sensor ↗](https://doi.org/10.1109/cvpr.2015.7298647)**Mingsong Dou, Jonathan Taylor, Henry Fuchs et al.*140 citations*
200. **[Fine-grained visual categorization via multi-stage metric learning ↗](https://doi.org/10.1109/cvpr.2015.7298995)**Qi Qian, Rong Jin, Shenghuo Zhu B et al.*140 citations*

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