@inproceedings{bb138400, AUTHOR = "Pao, H.T. and Xu, Y.Y. and Chuang, S.C. and Fu, H.C.", TITLE = "Image Classification and Indexing by EM Based Multiple-Instance Learning", BOOKTITLE = Visual07, YEAR = "2007", PAGES = "146-153", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134414"} @inproceedings{bb138401, AUTHOR = "Maron, O. and Ratan, A.L.", TITLE = "Multiple-Instance Learning for Natural Scene Classification", BOOKTITLE = DARPA98, YEAR = "1998", PAGES = "1031-1036", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645mil1.html#TT134415"} @article{bb138402, AUTHOR = "Weng, J.Y. and Ahuja, N. and Huang, T.S.", TITLE = "Learning Recognition and Segmentation Using the Cresceptron", JOURNAL = IJCV, VOLUME = "25", YEAR = "1997", NUMBER = "2", MONTH = "November", PAGES = "109-143", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134416"} @inproceedings{bb138403, AUTHOR = "Weng, J.Y. and Ahuja, N. and Huang, T.S.", TITLE = "Learning Recognition and Segmentation of 3-D Objects from 2-D Images", BOOKTITLE = ICCV93, YEAR = "1993", PAGES = "121-128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134417"} @article{bb138404, AUTHOR = "Mirhosseini, A.R. and Yan, H.", TITLE = "Learning Object Models from Graph Templates", JOURNAL = JEI, VOLUME = "6", YEAR = "1997", NUMBER = "3", MONTH = "July", PAGES = "294-302", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134418"} @article{bb138405, AUTHOR = "Wu, P.S.Y. and Xiong, Y.G.", TITLE = "A Learning Mechanism for Parts Recognition in an Intelligent Assembly System", JOURNAL = IJAMT, VOLUME = "13", YEAR = "1997", NUMBER = "6", PAGES = "413-418", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134419"} @article{bb138406, AUTHOR = "Caelli, T.M. and West, G.A.W. and Robey, M. and Osman, E.", TITLE = "A relational learning method for pattern and object recognition", JOURNAL = IVC, VOLUME = "17", YEAR = "1999", NUMBER = "5/6", MONTH = "April", PAGES = "391-401", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134420"} @article{bb138407, AUTHOR = "Yeasin, M. and Chaudhuri, S.", TITLE = "Toward Automatic Robot Programming: Learning Human Skill from Visual Data", JOURNAL = SMC-B, VOLUME = "30", YEAR = "2000", NUMBER = "1", MONTH = "February", PAGES = "180-184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134421"} @inproceedings{bb138408, AUTHOR = "Yeasin, M. and Chaudhuri, S.", TITLE = "Automatic Generation of Robot Program Code: Learning from Perceptual Data", BOOKTITLE = ICCV98, YEAR = "1998", PAGES = "889-894", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134422"} @article{bb138409, AUTHOR = "Tamminen, T. and Lampinen, J.", TITLE = "Sequential Monte Carlo for Bayesian Matching of Objects with Occlusions", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "6", MONTH = "June", PAGES = "930-941", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134423"} @inproceedings{bb138410, AUTHOR = "Tamminen, T. and Lampinen, J.", TITLE = "A Bayesian Occlusion Model for Sequential Object Matching", BOOKTITLE = BMVC04, YEAR = "2004", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134424"} @inproceedings{bb138411, AUTHOR = "Tamminen, T. and Lampinen, J.", TITLE = "Learning an Object Model for Feature Matching in Clutter", BOOKTITLE = SCIA03, YEAR = "2003", PAGES = "193-199", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134425"} @article{bb138412, AUTHOR = "Kim, S. and Yoon, K.J. and Kweon, I.S.", TITLE = "Object Recognition Using a Generalized Robust Invariant Feature and Gestalt's Law of Proximity and Similarity", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "2", MONTH = "February", PAGES = "726-741", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134426"} @inproceedings{bb138413, AUTHOR = "Kim, S. and Yoon, K.J. and Kweon, I.S.", TITLE = "Object Recognition Using a Generalized Robust Invariant Feature and Gestalt's Law of Proximity and Similarity", BOOKTITLE = PercOrg06, YEAR = "2006", PAGES = "193", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134426"} @inproceedings{bb138414, AUTHOR = "Kim, S. and Kweon, I.S.", TITLE = "Biologically Motivated Perceptual Feature: Generalized Robust Invariant Feature", BOOKTITLE = ACCV06, YEAR = "2006", PAGES = "II:305-314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134427"} @article{bb138415, AUTHOR = "Kim, S. and Kweon, I.S.", TITLE = "Scalable representation for 3D object recognition using feature sharing and view clustering", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "2", MONTH = "February", PAGES = "754-773", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134428"} @inproceedings{bb138416, AUTHOR = "Kim, S. and Kweon, I.S.", TITLE = "Scalable Representation and Learning for 3D Object Recognition Using Shared Feature-Based View Clustering", BOOKTITLE = ACCV06, YEAR = "2006", PAGES = "II:561-570", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134429"} @inproceedings{bb138417, AUTHOR = "Polak, S. and Shashua, A.", TITLE = "Latent Model Clustering and Applications to Visual Recognition", BOOKTITLE = ICCV07, YEAR = "2007", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134430"} @inproceedings{bb138418, AUTHOR = "Fidler, S. and Berginc, G. and Leonardis, A.", TITLE = "Hierarchical Statistical Learning of Generic Parts of Object Structure", BOOKTITLE = CVPR06, YEAR = "2006", PAGES = "I: 182-189", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134431"} @inproceedings{bb138419, AUTHOR = "Spence, C. and Pearson, J.D. and Sajda, P.", TITLE = "Learning Hierarchical Representations of Objects", BOOKTITLE = ARPA96, YEAR = "1996", PAGES = "1415-1428", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134432"} @inproceedings{bb138420, AUTHOR = "Duric, Z. and Rivlin, E. and Rosenfeld, A.", TITLE = "Learning an Object's Function by Observing the Object in Action", BOOKTITLE = ARPA96, YEAR = "1996", PAGES = "1437-1446", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134433"} @inproceedings{bb138421, AUTHOR = "Maloof, M.A. and Langley, P. and Sage, S. and Binford, T.O.", TITLE = "Learning to Detect Rooftops in Aerial Images", BOOKTITLE = DARPA97, YEAR = "1997", PAGES = "835-846", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134434"} @inproceedings{bb138422, AUTHOR = "Binford, T.O. and Levitt, T.S. and Langley, P.", TITLE = "Learning Object Models From Visual Observation and Background Knowledge", BOOKTITLE = ARPA94, YEAR = "1994", PAGES = "I:765-772", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134435"} @inproceedings{bb138423, AUTHOR = "Provan, G.M. and Langley, P. and Binford, T.O.", TITLE = "Probabilistic Learning of Three-Dimensional Object Models", BOOKTITLE = ARPA96, YEAR = "1996", PAGES = "1403-1414", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134436"} @inproceedings{bb138424, AUTHOR = "Payne, J. and Day, M.", TITLE = "A Projection Filter for Use with Parameterised Learning Models", BOOKTITLE = ICPR98, YEAR = "1998", PAGES = "Vol I: 867-869", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134437"} @inproceedings{bb138425, AUTHOR = "Zhu, S.C. and Mumford, D.", TITLE = "Learning Generic Prior Models for Visual Computation", BOOKTITLE = CVPR97, YEAR = "1997", PAGES = "463-469", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645.html#TT134438"} @article{bb138426, AUTHOR = "Girard, A.L.", TITLE = "Parameter estimation and learning/classification threshold optimization applied to maxentropic adaptive pattern recognition", JOURNAL = PR, VOLUME = "3", YEAR = "1971", NUMBER = "3", MONTH = "October", PAGES = "235-241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134439"} @article{bb138427, AUTHOR = "Lakshminarasimhan, A.L. and Dasarathy, B.V.", TITLE = "Multi-State Choice Automata Model for Expedient Learning in Random Environment", JOURNAL = IS, VOLUME = "9", YEAR = "1975", MONTH = "October", PAGES = "91-98", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134440"} @article{bb138428, AUTHOR = "Dasarathy, B.V. and Lakshminarasimhan, A.L.", TITLE = "Sequential Learning Employing Unfamiliar Teacher Hypotheses (SLEUTH) with Concurrent Estimation of Both the Parameters and Teacher Characteristics", JOURNAL = CIS, VOLUME = "5", YEAR = "1976", NUMBER = "1", MONTH = "March", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134441"} @article{bb138429, AUTHOR = "Dasarathy, B.V.", TITLE = "DHARMA: Discriminant Hyperplane Abstracting Residuals Minimization Algorithm for Separating Clusters with Fuzzy Boundaries", JOURNAL = PIEEE, VOLUME = "64", YEAR = "1976", NUMBER = "5", MONTH = "May", PAGES = "823-824", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134442"} @article{bb138430, AUTHOR = "Dasarathy, B.V.", TITLE = "SMART: Similarity Measure Anchored Ranking Technique for the Analysis of Multidimensional Data Arrays", JOURNAL = SMC, VOLUME = "6", YEAR = "1976", MONTH = "October", PAGES = "708-711", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134443"} @inproceedings{bb138431, AUTHOR = "Dasarathy, B.V.", TITLE = "HINDU: Histogram Inspired Neighborhood Discerning Unsupervised Pattern Recognition System", BOOKTITLE = MPRSD76, YEAR = "1976", PAGES = "xx", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134444"} @inproceedings{bb138432, AUTHOR = "Dasarathy, B.V.", TITLE = "An Incisive Neighborhood Discerning Iteratively Aggregating Nomenclator (INDIAN) System for Pattern Recognition in Unsupervised Environments", BOOKTITLE = MPRSD75, YEAR = "1975", PAGES = "xx", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134445"} @article{bb138433, AUTHOR = "Gaillat, G.", TITLE = "A simple learning decision algorithm for character recognition and pattern classification", JOURNAL = PR, VOLUME = "10", YEAR = "1978", NUMBER = "2", PAGES = "99-104", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134446"} @article{bb138434, AUTHOR = "Pau, L.F.", TITLE = "Game Theoretical Pattern Recognition: Applications to Imprefect Noncooperative Learning and to Multiclass Classification", JOURNAL = PAMI, VOLUME = "6", YEAR = "1984", NUMBER = "1", MONTH = "January", PAGES = "118-123", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134447"} @article{bb138435, AUTHOR = "Pudil, P. and Novovicova, J. and Kittler, J.V.", TITLE = "Simultaneous Learning of Decision Rules and Important Attributes for Classification Problems in Image-Analysis", JOURNAL = IVC, VOLUME = "12", YEAR = "1994", NUMBER = "3", MONTH = "April", PAGES = "193-198", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134448"} @inproceedings{bb138436, AUTHOR = "Pudil, P. and Novovicova, J. and Kittler, J.V.", TITLE = "Automatic Machine Learning of Decision Rules for Classification Problems in Image Analysis", BOOKTITLE = BMVC93, YEAR = "1993", PAGES = "15-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134449"} @article{bb138437, AUTHOR = "Pelillo, M. and Refice, M.", TITLE = "Learning Compatibility Coefficients for Relaxation Labeling Processes", JOURNAL = PAMI, VOLUME = "16", YEAR = "1994", NUMBER = "9", MONTH = "September", PAGES = "933-945", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134450"} @article{bb138438, AUTHOR = "Uchiyama, T. and Arbib, M.A.", TITLE = "An algorithm for competitive learning in clustering problems", JOURNAL = PR, VOLUME = "27", YEAR = "1994", NUMBER = "10", MONTH = "October", PAGES = "1415-1421", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134451"} @article{bb138439, AUTHOR = "Chien, S. and Gratch, J. and Burl, M.", TITLE = "On the Efficient Allocation of Resources for Hypothesis Evaluation: A Statistical Approach", JOURNAL = PAMI, VOLUME = "17", YEAR = "1995", NUMBER = "7", MONTH = "July", PAGES = "652-665", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134452"} @article{bb138440, AUTHOR = "Grewe, L. and Kak, A.C.", TITLE = "Interactive Learning of a Multiple-Attribute Hash Table Classifier for Fast Object Recognition", JOURNAL = CVIU, VOLUME = "61", YEAR = "1995", NUMBER = "3", MONTH = "May", PAGES = "387-416", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134453"} @article{bb138441, AUTHOR = "Yang, P.F. and Maragos, P.", TITLE = "Min-max classifiers: Learnability, design and application", JOURNAL = PR, VOLUME = "28", YEAR = "1995", NUMBER = "6", MONTH = "June", PAGES = "879-899", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134454"} @article{bb138442, AUTHOR = "Devroye, L. and Lugosi, G.", TITLE = "Lower bounds in pattern recognition and learning", JOURNAL = PR, VOLUME = "28", YEAR = "1995", NUMBER = "7", MONTH = "July", PAGES = "1011-1018", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134455"} @article{bb138443, AUTHOR = "Babri, H. and Kot, A.C. and Tay, S.L. and Ngian, S.P.", TITLE = "Error-Based Constraints for Efficient Learning of Pattern-Recognition Problems", JOURNAL = PRL, VOLUME = "17", YEAR = "1996", NUMBER = "12", MONTH = "October", PAGES = "1239-1245", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134456"} @article{bb138444, AUTHOR = "Joshi, A. and Ramakrishman, N. and Houstis, E.N. and Rice, J.R.", TITLE = "On Neurobiological, Neuro-Fuzzy, Machine Learning, and Statistical Pattern-Recognition Techniques", JOURNAL = TNN, VOLUME = "8", YEAR = "1997", NUMBER = "1", MONTH = "January", PAGES = "18-31", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134457"} @article{bb138445, AUTHOR = "Kruger, N.", TITLE = "An Algorithm for the Learning of Weights in Discrimination Functions Using a Priori Constraints", JOURNAL = PAMI, VOLUME = "19", YEAR = "1997", NUMBER = "7", MONTH = "July", PAGES = "764-768", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134458"} @article{bb138446, AUTHOR = "Laaksonen, J.T. and Oja, E.", TITLE = "Learning Subspace Classifiers and Error Corrective Feature Extraction", JOURNAL = PRAI, VOLUME = "12", YEAR = "1998", NUMBER = "4", MONTH = "June", PAGES = "423-436", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134459"} @article{bb138447, AUTHOR = "Evgeniou, T. and Pontil, M. and Poggio, T.", TITLE = "Statistical Learning Theory: A Primer", JOURNAL = IJCV, VOLUME = "38", YEAR = "2000", NUMBER = "1", MONTH = "June", PAGES = "9-13", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134460"} @article{bb138448, AUTHOR = "Blake, A. and Bascle, B. and Isard, M. and MacCormick, J.P.", TITLE = "Statistical Models of Visual Shape and Motion", JOURNAL = Royal, VOLUME = "A-356", YEAR = "1998", PAGES = "1283-1302", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134461"} @article{bb138449, AUTHOR = "Hwang, W.J. and Ye, B.Y. and Lin, C.T.", TITLE = "A novel competitive learning algorithm for the parametric classification with Gaussian distributions", JOURNAL = PRL, VOLUME = "21", YEAR = "2000", NUMBER = "5", MONTH = "May", PAGES = "375-380", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134462"} @inproceedings{bb138450, AUTHOR = "Luo, Y.R. and Najarian, K.", TITLE = "Employing Decoding of Specific Error Correcting Codes as a New Classification Criterion in Multiclass Learning Problems", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "4238-4241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134463"} @inproceedings{bb138451, AUTHOR = "Kelm, B.M. and Pal, C. and McCallum, A.", TITLE = "Combining Generative and Discriminative Methods for Pixel Classification with Multi-Conditional Learning", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "II: 828-832", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134464"} @inproceedings{bb138452, AUTHOR = "Zou, B. and Li, L.Q.", TITLE = "The Generalization Performance of Learning Machine Based on Phi-mixing Sequence", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "II: 548-551", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134465"} @inproceedings{bb138453, AUTHOR = "Hoque, S. and Fairhurst, M.C. and Guest, R.M.", TITLE = "The effect of the inhibition-compensation learning scheme on n-tuple based classifier performance", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "III: 452-455", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134466"} @inproceedings{bb138454, AUTHOR = "Hoque, M.S. and Fairhurst, M.C.", TITLE = "An improved learning scheme for the moving window classifier", BOOKTITLE = ICDAR01, YEAR = "2001", PAGES = "607-611", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134467"} @inproceedings{bb138455, AUTHOR = "Freeman, W.T. and Tenenbaum, J.B.", TITLE = "Learning Bilinear Models for Two Factor Problems in Vision", BOOKTITLE = CVPR97, YEAR = "1997", PAGES = "554-560", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134468"} @inproceedings{bb138456, AUTHOR = "Knutsson, H.", TITLE = "Learning Multidimensional Signal Processing", BOOKTITLE = ICPR98, YEAR = "1998", PAGES = "Vol II: 1416-1420", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134469"} @inproceedings{bb138457, AUTHOR = "Hickinbotham, S.J. and Hancock, E.R. and Austin, J.", TITLE = "Learning Feature Characteristics", BOOKTITLE = ICPR98, YEAR = "1998", PAGES = "Vol II: 1160-1164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134470"} @inproceedings{bb138458, AUTHOR = "Kositsky, M. and Ullman, S.", TITLE = "Learning Class Regions by the Union of Ellipsoids", BOOKTITLE = ICPR96, YEAR = "1996", PAGES = "IV: 750-757", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134471"} @inproceedings{bb138459, AUTHOR = "Spence, C.", TITLE = "Supervised Learning of Detection and Classification Tasks with Uncertain Training Data", BOOKTITLE = ARPA96, YEAR = "1996", PAGES = "1395-1402", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern646.html#TT134472"} @article{bb138460, AUTHOR = "Liu, Q.S. and Zhou, F. and Hang, R. and Yuan, X.T.", TITLE = "Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "9", YEAR = "2017", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134473"} @article{bb138461, AUTHOR = "Xu, Y.H. and Zhang, L.P. and Du, B. and Zhang, F.", TITLE = "Spectral-Spatial Unified Networks for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "5893-5909", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134474"} @article{bb138462, AUTHOR = "Kim, H.I. and Park, R.H.", TITLE = "Residual LSTM Attention Network for Object Tracking", JOURNAL = SPLetters, VOLUME = "25", YEAR = "2018", NUMBER = "7", MONTH = "July", PAGES = "1029-1033", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134475"} @article{bb138463, AUTHOR = "Hua, Y.S. and Mou, L.C. and Zhu, X.X.", TITLE = "Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification", JOURNAL = PandRS, VOLUME = "149", YEAR = "2019", PAGES = "188-199", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134476"} @article{bb138464, AUTHOR = "Qi, W.C. and Zhang, X. and Wang, N. and Zhang, M. and Cen, Y.", TITLE = "A Spectral-Spatial Cascaded 3D Convolutional Neural Network with a Convolutional Long Short-Term Memory Network for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "20", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134477"} @article{bb138465, AUTHOR = "Ma, C. and Guo, Y.L. and Yang, J.G. and An, W.", TITLE = "Learning Multi-View Representation With LSTM for 3-D Shape Recognition and Retrieval", JOURNAL = MultMed, VOLUME = "21", YEAR = "2019", NUMBER = "5", MONTH = "May", PAGES = "1169-1182", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134478"} @article{bb138466, AUTHOR = "Liu, Y. and Hao, X. and Zhang, B. and Zhang, Y.Y.", TITLE = "Simplified long short-term memory model for robust and fast prediction", JOURNAL = PRL, VOLUME = "136", YEAR = "2020", PAGES = "81-86", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134479"} @article{bb138467, AUTHOR = "Mei, S.H. and Ji, J.Y. and Hou, J.H. and Li, X. and Du, Q.", TITLE = "Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "8", MONTH = "August", PAGES = "4520-4533", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134480"} @article{bb138468, AUTHOR = "Hu, W.S. and Li, H.C. and Pan, L. and Li, W. and Tao, R. and Du, Q.", TITLE = "Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "6", MONTH = "June", PAGES = "4237-4250", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134481"} @article{bb138469, AUTHOR = "Jain, M. and Subramanyam, A.V. and Denman, S. and Sridharan, S. and Fookes, C.", TITLE = "LSTM guided ensemble correlation filter tracking with appearance model pool", JOURNAL = CVIU, VOLUME = "195", YEAR = "2020", PAGES = "102935", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134482"} @article{bb138470, AUTHOR = "Zhang, X. and Wang, Y.C. and Zhang, N. and Xu, D.D. and Luo, H.Y. and Chen, B. and Ben, G.L.", TITLE = "Spectral-Spatial Fractal Residual Convolutional Neural Network With Data Balance Augmentation for Hyperspectral Classification", JOURNAL = GeoRS, VOLUME = "59", YEAR = "2021", NUMBER = "12", MONTH = "December", PAGES = "10473-10487", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134483"} @inproceedings{bb138471, AUTHOR = "Kim, C.H. and Li, F.X. and Rehg, J.M.", TITLE = "Multi-object Tracking with Neural Gating Using Bilinear LSTM", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VIII: 208-224", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134484"} @inproceedings{bb138472, AUTHOR = "Garcea, F. and Cucco, A. and Morra, L. and Lamberti, F.", TITLE = "Object Tracking Through Residual and Dense LSTMS", BOOKTITLE = ICIAR20, YEAR = "2020", PAGES = "II:100-111", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134485"} @inproceedings{bb138473, AUTHOR = "Du, Y. and Yan, Y. and Chen, S. and Hua, Y. and Wang, H.", TITLE = "Object-Adaptive LSTM Network for Visual Tracking", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "1719-1724", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134486"} @inproceedings{bb138474, AUTHOR = "Liang, Y. and Zhou, Y.", TITLE = "LSTM Multiple Object Tracker Combining Multiple Cues", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "2351-2355", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134487"} @inproceedings{bb138475, AUTHOR = "Chen, C. and Lin, X. and Terejanu, G.", TITLE = "An Approximate Bayesian Long Short-Term Memory Algorithm for Outlier Detection", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "201-206", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134488"} @inproceedings{bb138476, AUTHOR = "Chen, K. and Huang, L. and Li, M. and Zeng, X. and Fan, Y.", TITLE = "A Compact and Configurable Long Short-Term Memory Neural Network Hardware Architecture", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "4168-4172", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134489"} @inproceedings{bb138477, AUTHOR = "Roy, A. and Todorovic, S.", TITLE = "Learning to Learn Second-Order Back-Propagation for CNNs Using LSTMs", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "97-102", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134490"} @inproceedings{bb138478, AUTHOR = "Ouyang, X. and Zhang, X. and Ma, D. and Agam, G.", TITLE = "Generating Image Sequence from Description with LSTM Conditional GAN", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "2456-2461", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134491"} @inproceedings{bb138479, AUTHOR = "Ranganathan, H. and Venkateswara, H. and Chakraborty, S. and Panchanathan, S.", TITLE = "Multi-Label Deep Active Learning with Label Correlation", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3418-3422", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134492"} @inproceedings{bb138480, AUTHOR = "Huang, Y. and Wang, W. and Wang, L.", TITLE = "Instance-Aware Image and Sentence Matching with Selective Multimodal LSTM", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "7254-7262", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134493"} @inproceedings{bb138481, AUTHOR = "Liang, X.D. and Lin, L. and Shen, X.H. and Feng, J.S. and Yan, S.C. and Xing, E.P.", TITLE = "Interpretable Structure-Evolving LSTM", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "2175-2184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134494"} @inproceedings{bb138482, AUTHOR = "Wang, Z. and Chen, T. and Li, G. and Xu, R. and Lin, L.", TITLE = "Multi-label Image Recognition by Recurrently Discovering Attentional Regions", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "464-472", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134495"} @inproceedings{bb138483, AUTHOR = "Li, Q. and Zhao, X. and Huang, K.", TITLE = "Learning temporally correlated representations using LSTMS for visual tracking", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "1614-1618", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134496"} @inproceedings{bb138484, AUTHOR = "Rajagopalan, S.S. and Morency, L.P. and Baltrusaitis, T. and Goecke, R.", TITLE = "Extending Long Short-Term Memory for Multi-View Structured Learning", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "VII: 338-353", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134497"} @inproceedings{bb138485, AUTHOR = "Weber, M. and Liwicki, M. and Stricker, D. and Scholzel, C. and Uchida, S.", TITLE = "LSTM-Based Early Recognition of Motion Patterns", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "3552-3557", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647ls2.html#TT134498"} @book{bb138486, AUTHOR = "van Veen, F.", TITLE = "A mostly complete chart of Neural Networks", PUBLISHER = "Online", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134499"} @book{bb138487, AUTHOR = "Minsky, M.L. and Papert, S.", TITLE = "Perceptrons: An Introduction to Computational Geometry", PUBLISHER = "MIT Press", YEAR = "1969", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134501"} @inproceedings{bb138488, AUTHOR = "Minsky, M.L. and Selfridge, O.G.", TITLE = "Learning in Random Nets", BOOKTITLE = IT60, YEAR = "1960", PAGES = "335", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134502"} @article{bb138489, AUTHOR = "Dewdney, A.K.", TITLE = "Computer Recreations", JOURNAL = SciAmer, VOLUME = "250", YEAR = "1984", PAGES = "22-34", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134503"} @article{bb138490, AUTHOR = "Linsker, R.", TITLE = "Self-organization in a perceptual network", JOURNAL = TC, VOLUME = "21", YEAR = "1988", PAGES = "105-117", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134504"} @inproceedings{bb138491, AUTHOR = "Pao, Y.H.", TITLE = "Neural Net Computing for Pattern Recognition", BOOKTITLE = HPRCV97, YEAR = "1997", PAGES = "Chapter I:4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134505"} @book{bb138492, AUTHOR = "Haykin, S.", TITLE = "Neural Networks: A Comprehensive Introduction", PUBLISHER = "Prentice Hall", YEAR = "1999", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134506"} @article{bb138493, AUTHOR = "Skrzypek, J. and Karplus, W.", TITLE = "Special Issue-Neural Networks in Vision and Pattern Recognition", JOURNAL = PRAI, VOLUME = "6", YEAR = "1992", NUMBER = "1", MONTH = "April", PAGES = "1-208", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134507"} @article{bb138494, AUTHOR = "Bischof, H. and Pinz, A.", TITLE = "Artificial Versus Real Neural Networks", JOURNAL = BBS, VOLUME = "15", YEAR = "1992", NUMBER = "4", PAGES = "712", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134508"} @article{bb138495, AUTHOR = "Guyun, I. and Wang, P.S.P.", TITLE = "Special Issue on Advances in Pattern Recognition Using Neural Networks", JOURNAL = PRAI, VOLUME = "8", YEAR = "1993", NUMBER = "4", MONTH = "August", PAGES = "645-963", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134509"} @article{bb138496, AUTHOR = "Drucker, H. and Schapire, R. and Simard, P.Y.", TITLE = "Boosting Performance in Neural Networks", JOURNAL = PRAI, VOLUME = "7", YEAR = "1993", PAGES = "705-719", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134510"} @article{bb138497, AUTHOR = "Musavi, M.T. and Chan, K.H. and Hummels, D.M. and Kalantri, K.", TITLE = "On The Generalization Ability Of Neural Network Classifiers", JOURNAL = PAMI, VOLUME = "16", YEAR = "1994", NUMBER = "6", MONTH = "June", PAGES = "659-663", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134511"} @article{bb138498, AUTHOR = "Marshall, J.A.", TITLE = "Adaptive Perceptual Pattern-Recognition by Self-Organizing Neural Networks: Context, Uncertainty, Multiplicity, and Scale", JOURNAL = NeurNet, VOLUME = "8", YEAR = "1995", NUMBER = "3", PAGES = "335-362", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134512"} @article{bb138499, AUTHOR = "Sethi, I.K.", TITLE = "Special Section on Artificial Neural Networks for Machine Vision", JOURNAL = MVA, VOLUME = "8", YEAR = "1995", NUMBER = "5", PAGES = "261-261", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern647.html#TT134513"}