His research in machine learning and computer vision focuses on sampleefficient learning e. Datadriven detection and segmentation of lymph nodes. Stefano soatto list of publications caltech vision. Book chapters raviteja vemulapalli, hien van nguyen, and shaohua kevin zhou, deep networks and mutual information maximization for crossmodal medical image synthesis, elseviers book on deep learning for medical image analysis. Most nonfiction books have between 5 and 20 chapters. Algorithms and systems, cambridge university press, isbn. He has published over 180 technical papers and book chapters on these topics as well as on neural networks, handwriting recognition, image processing and compression, and on dedicated circuits and architectures for computer perception. Head cvpr group and chair department research committee, department of computer science, university of yorkfar from being a shotgun wedding or arranged marriage between information theory and image analysis, this book succeeds at explicating just why these two areas are made for each other. The conference on computer vision and pattern recognition is an annual conference on computer vision and pattern recognition, which is regarded as one of the most important conferences in its field. Illuminationinvariant statistical shape recovery with contiguous occlusion. Conference on computer vision and pattern recognition. Our suggested shortest path based approach deals with the non.
Gang huas publication page northwestern university. We present the ground truth alignment of chapters to video for our second data set harry potter hp. The conference on computer vision and pattern recognition cvpr is an annual conference on computer vision and pattern recognition, which is regarded as one of the most important conferences in its field. If that was, say, the last thing you needed to check before sending off to that major journal, you would then simply remove all the percentage signs and rerun latex, repeating the compiling process as necessary to resolve all references, page numbers and so on. Karlsruhe institute of technology, 761 karlsruhe, germany fmakarand. In ieee conference on computer vision and pattern recognition cvpr. Cvpr 2015, computer vision and pattern recognition is the main conference of the computer vision community and just finished. Sebastian nowozin thu 11 june 2015 cvpr 2015, computer vision and pattern recognition is the main conference of the computer vision community and just finished. Main conference call for papers can be found here paper abstract due closed 2016 november 15, 6. Publications massachusetts institute of technology. These cvpr 2015 papers are the open access versions. Advances in markov random fields for vision and image processing, mit press. Curriculum vitae and bibliography standardized format for all faculty to be included in your promotion andor tenure application.
Szeliski visual analysis and geolocalization of large scale imagery, springer, 2016. Information theory in computer vision and pattern recognition. Information theory has found widespread use in modern computer vision, and provides one of the most powerful current paradigms in the field. Curriculum vitae and bibliography format for all faculty to. Elhabian, asem ali, mike miller, thomas starr, aly farag. Book chapters dong liu, xiansheng hua and hongjiang zhang. Mu, simultaneous dimensionality reduction and human age estimation via kernel partial least squares regression, ieee conference on computer vision and pattern recognition cvpr 11, 657664, june, 2011. Huang, visual hand gesture analysis and synthesis, in army. Publications scientific computing and imaging institute university. Synthetic aperture focusing using dense camera arrays vaibhav vaish, gaurav garg, einoville talvala, emilio antunez, bennett wilburn, mark horowitz, marc levoy. Iccv, cvpr, and eccv are considered to be the top three major computer vision conferences with.
Image and video processing and analysis and computer vision. Latexmodular documents wikibooks, open books for an. Haroon idrees, imran saleemi, cody seibert, mubarak shah, multisource multiscale counting in extremely dense crowd images, ieee computer vision and pattern recognition cvpr, portland, oregon, 20. Ieee conference on computer vision and pattern recognition cvpr, 2011 jagannadan varadarajan, remi emonet and jeanmarc odobez, a sparsity constraint for topic models application to temporal activity mining, nips 2010, workshop on practical applications of sparse modeling.
A major consideration is to allow the alignment to be nonsequential. We propose an efficient method to compute an alignment between book chapters and video scenes using matching dialogs and character identities as cues. Mu, simultaneous dimensionality reduction and human age estimation via kernel partial least squares regression, ieee conference on computer vision and pattern recognition cvpr11, 657664, june, 2011. Deep learning for biometrics by springer with a very security conscious society, biometrics based authentication and identification have become focus for many important applications as it is widely believed that biometrics can provide accurate and reliable identification. Automatic detection and tracking of pedestrians in videos with various crowd densities, pedestrian and evacuation dynamics ped 2012, springer international publishing, 2014. Wenhu chen, jianshu chen, yu su, zhiyu chen and william yang wang, logical natural language generation from opendomain tables, to appear in proceedings of the 58th annual meeting of the association for computational linguistics acl 2020, full paper, acl. We investigate opportunities from algorithm level down to architecture design level.
Curriculum vitae and bibliography format for all faculty to be included in your promotion andor tenure application. Textbook question answering tqa is a task to choose the most proper. He is on the science advisory board of institute for pure and applied mathematics, and has advised many large and small companies about machine learning technology, including several. Chapter in book largescale visual geolocalization chapter lsvg 2015, amir. Book chapters jagannadan varadarajan, remi emonet and jeanmarc odobez, sparsity in topic models, practical applications of sparse modeling, biology, signal processing and beyond, in mit press 2014. Aug 18, 2017 this is an intensive meetup at samsung next il covering most interesting papers that were presented in cvpr 2017 last month. Computer vision and pattern recognition 20192020 books. Computer vision and pattern recognition cvpr, june 2010. Dheeraj singaraju, leo grady, ali sinop and rene vidal. Algorithms and applications edited by charu aggarwal, chapman and hallcrc, 20. Mathematical models and practical solvers for uniform motion deblurring in motion deblurring. Book chapters object class recognition by unsupervised scaleinvariant learning fergus, r.
Book chapters afshin dehghan, haroon idrees, amir roshan zamir, mubarak shah, keynote. Ieee conference on computer vision and pattern recognition cvpr 2016. Any less than 5 chapters, and your chapters may be running long or may contain too many ideas. Browse and shop for books, home decor, toys, gifts and more on indigo. Film adaptations of novels often visually display in a few shots what is described in many pages of the source novel. Jiaya jia, single image motion deblurring using transparency, ieee conference on computer vision and pattern recognition cvpr, 2007. Also include the book title, publisher, date and book authorseditors.
Full publication list can be accessed here conference papers. American association of cardiovascular and pulmonary rehabilitation aacvpr 330 n. Leveraging structure from motion to learn discriminative codebooks for scalable landmark classification. The goal of the research group is to bring computational efficiency to societal impactful applications. Textbook question answering under instructor guidance with. Latexmodular documents wikibooks, open books for an open world. New graph based model to align video scenes with book chapters, drops assumptions about sequential alignment able to find differences between the adaptation and predict whether a scene was in the source book extract rich textual paragraphs from the book which can be used to the describe the video.
Referring image segmentation via recurrent refinement networks. Closedform solutions of some lowrank subspace recovery models and their applications. Academic press library in signal processing volume 6. Such an alignment facilitates finding differences between the adaptation and the original source, and also acts as a basis for deriving rich descriptions from the novel for the video clips. With its high quality and low cost, it provides an exceptional value for students, academics and industry researchers. Cv format faculty development faculty affairs at miller. Firstperson pose recognition using egocentric workspaces, cvpr 2015. Largescale online multilabeled annotation for multimedia search and mining. Feifei, multiview object categorization and pose estimation, book chapter in computer vision. Jiang wang, zicheng liu and ying wu, human action recognition with depth cameras, springer, 2014, isbn 9783319045610ming yang and ying wu, contextaware and attentional visual tracking, vdm verlag dr. Neural networks, was program chair of cvpr 06, and is chair of iclr 20 and 2014. In conjunction with cvpr, researchers from actnext. A mustread not only for researchers in cvprit, but also for the wider cvpr community, this text is also suitable for a one semester itbased course in cvpr. These cvpr 2015 papers are the open access versions, provided by the computer vision foundation.
Cvpr 2020 area chair, aaai 2020 area chair, nips 2019 area chair, acml 2019 area chair, ijcai 2019 senior program committee, prcv 2019 program cochair, cvpr 2019 area chair, aaai 2019. A memory efficient discriminative approach for locationaided recognition s. Jones, ab and cd smith, cardiovascular physiology, in. Yingcong chen, huaijia lin, michelle shu, ruiyu li, xin tao, xiaoyong shen, yangang ye, jiaya jia. Cvpr 2020 area chair, aaai 2020 area chair, nips 2019. We propose an efficient method to compute an alignment between book chapters and video scenes using matching. Articulated pose estimation with tiny synthetic videos, chalearn workshop on looking at people, cvpr 2015. This being said, there are plenty of books with 30 or 40 chapters. Enyac research group is a research group lead by prof. Another important difference is that using \include will force a page break which makes it ideal for a books chapters, whereas the \input command does not which in turn makes it ideal for use within, say, a long article with discrete sections, which of. Eighth canadian conference on computer and robot vision crv, pp. Closedform solutions of some lowrank subspace recovery models and their applications in chinese tsinghua university press.
While dtw3 makes correct use of cues, it has two major. Savvides, learning from longitudinal face demonstration where tractable deep modeling meets inverse reinforcement learning, international journal of computer vision ijcv, pages 1 15, feb. Face recognition at a distance based on sparsestereo reconstruction. Lecun has been on the editorial board of ijcv, ieee pami, and ieee trans. Cvpr is the premier annual computer vision event comprising the main conference and several colocated workshops and short courses. I unfortunately was only able to stay for the three main conference days, but here is my short subjective summary. It is under electrical and computer engineering, carnegie mellon university. With a very security conscious society, biometrics based authentication and identification have become focus for many important applications as it is widely believed that biometrics can provide accurate and reliable identification.
Except for the watermark, they are identical to the accepted versions. Chengyao zheng, siyu xia, ming shao, and yun fu, fast facial image analogy with spatial guidance, ieee conference on automatic face and gesture recognition fg, 2019. International conference on computer vision iccv, october 2007. Each contributed chapter is expected to present research contributions using deep learning techniques for the advancement of biometrics.
Aligning video scenes with book chapters makarand tapaswi martin bauml rainer stiefelhagen. To appear in 3d imaging for safety and security, springer verlag. The movie scenes are depicted at the top, and book chapters at the bottom. A quick summary of cvpr 2015 sebastian nowozins slow blog. In 2019, our group published 36 conference papers, 7 journal papers and 2 book chapters. Extended version of papers recently published in iccv, cvpr, cvpr biometrics workshop, icb, btas, etc. Book2movie aligning video scenes with book chapters. Shenfu tsai, guojun qi, shiyu chang, minhsuan tsai, and thomas huang, clustering multimedia data, in data classification. It is a good opportunity to have an overview of recent advancements in the field of deep learning with applications to computervision.
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