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1 SegNet: A Deep ConvolutionalEncoder-Decoder Architecture for Scene…
mi.eng.cam.ac.uk/~cipolla/publications/article/2016-PAMI-SegNet.pdf13 Mar 2018: 2. Fig. 1. SegNet predictions on urban and highway scene test samples from the wild. ... 1). Some example test resultsproduced on randomly sampled road scene images from Googleare shown in Fig. -
This article appeared in a journal published by Elsevier. ...
mi.eng.cam.ac.uk/~cipolla/publications/article/2009-CVIU-face-illumination.pdf13 Mar 2018: Note that we make noassumptions on the nature of training or test data. ... The tests are shown in the order of increasing rawdata performance for easier visualization. -
Model-Based 3D Tracking of an Articulated Hand B. Stenger ...
mi.eng.cam.ac.uk/~cipolla/archive/Publications/inproceedings/2001-CVPR-Stenger-hand.pdf13 Mar 2018: Top and middle row: model pro-jected on images from camera 1 and 2, respectively. ... 4. Experimental Results. Real data experiments were designed to test the proposedtracking algorithm. -
Face Recognition from Video using the GenericShape-Illumination…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/inproceedings/2006-ECCV-Arandjelovic-face.pdf13 Mar 2018: In AFR tests, such methods are usuallyoutperformed by methods from the third class: view-based techniques e.g. ... KLD) [38]. In all tests, both training data for each person in the gallery, as well as test data,consisted of only a single sequence. -
main.dvi
mi.eng.cam.ac.uk/~cipolla/publications/article/2008-PAMI-photometric-stereo-report.pdf13 Mar 2018: revealed (note the reconstructed surface cracks in the middle of the figurine’s back). ... of 0.41 degrees. estimates. The next experiment was designed to test this improvement by performing a light. -
Unsupervised Bayesian Detection of Independent Motion in Crowds…
mi.eng.cam.ac.uk/reports/svr-ftp/brostow_MotionInCrowdsCVPR06.pdf14 Sep 2006: Our work can be seen as a type of middle ground be-tween the domains of motion segmentation and multi-bodyfactorization. ... These would in turn preventthe “spawning” of new entity hypotheses in the middle ofthe scene. -
Model-based Approaches to Robust SpeechRecognition in Diverse…
mi.eng.cam.ac.uk/~mjfg/thesis_yw293.pdf27 Oct 2015: clean test data. For the CAT system, cluster weights are estimated at the. ... with actual test data. Adaptation techniques have been used to quickly adapt ASR systems. -
IEEE TRANSACTIONS OF PATTERN ANALYSIS AND MACHINE INTELLIGENCE 1 ...
mi.eng.cam.ac.uk/~cipolla/publications/article/2008-PAMI-contour-recognition-report.pdf13 Mar 2018: As closely as pos-sible, we use the same training and test sets. ... We test each class individually, pairedwith an equal number of background test images. -
Uncertainty Decoding forNoise Robust Speech Recognition Hank Liao…
mi.eng.cam.ac.uk/~mjfg/thesis_hl251.pdf17 Sep 2008: JUD compensation parameters are derived from the joint distribution betweenthe training and test conditions. ... 1289.6 Utterance length mean and standard deviation in TREL-CRL04 test sets. -
Shape Context and Chamfer Matching in Cluttered Scenes A. ...
mi.eng.cam.ac.uk/~cipolla/archive/Publications/inproceedings/2003-CVPR-Thayananthan-shape.pdf13 Mar 2018: Point correspondences betweentwo shapesare found by minimizing the point matchingcosts,which is the test statistic for histograms. ... 7. Figure 5: Results of hand localization. Left column: handlocalization usingshapecontext informationonly -
CAMBRIDGE UNIVERSITYENGINEERING DEPARTMENT SWITCHINGLINEAR DYNAMICAL…
mi.eng.cam.ac.uk/reports/svr-ftp/rosti_tr461.pdf29 Jan 2004: For the evaluation, 1200test utterances (feb89, oct89, feb91, sep92), test, and a randomly selected 300 utterance subsetof the training data, train, were used. ... Thisdoes not seem to be the case in the two component systems where the test set -
TPAMI-0554-0706-2 1..14
mi.eng.cam.ac.uk/~cipolla/publications/article/2007-PAMI-face-sets-draft.pdf13 Mar 2018: We used 18 randomlyselected training/test combinations of the sequences forreporting identification rates. ... The test recognition rates changed byless than 1 percent for all of the different trials of randompartitioning. -
Creatures great and SMAL: Recovering theshape and motion of ...
mi.eng.cam.ac.uk/~cipolla/publications/inproceedings/2018-ACCV-3D-animal-shape.pdf12 Aug 2019: Average 62.8 64.4 69.5. Table 1: Accuracy of OJA onBADJA test sequences. ... Middle: Themodel has never seen an elephant, so assumes the trunk is the tail. -
An information-theoretic approach to facerecognition from face motion …
mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2006-IVC-Arandjelovic.pdf13 Mar 2018: Illumination conditions were mildly different in training and test sequences,see Figures 8 and 9. ... 9] B. Kepenekci, Face recognition using gabor wavelet transform., Ph.D. thesis,The Middle East Technical University (2001). -
1 SegNet: A Deep ConvolutionalEncoder-Decoder Architecture for Scene…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2016-PAMI-SegNet.pdf13 Mar 2018: 2. Fig. 1. SegNet predictions on urban and highway scene test samples from the wild. ... 1). Some example test resultsproduced on randomly sampled road scene images from Googleare shown in Fig. -
Learning to Track with Multiple Observers Björn StengerComputer…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/inproceedings/2009-CVPR-hand-tracking.pdf13 Mar 2018: The running of tests consisting of all possible combina-tions of all trackers on all test sequences would take a pro-hibitive amount of time to complete. ... In order to test the validity of such a setup, weperformed tests using the complete tracking -
Unsupervised Bayesian Detection of Independent Motion in Crowds…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/inproceedings/2006-CVPR-Brostow-motionincrowds.pdf13 Mar 2018: Our work can be seen as a type of middle ground be-tween the domains of motion segmentation and multi-bodyfactorization. ... These would in turn preventthe “spawning” of new entity hypotheses in the middle ofthe scene. -
An Illumination Invariant Face Recognition System forAccess Control…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/inproceedings/2004-BMVC-Arandjelovic-invariant.pdf13 Mar 2018: We performed 25 recognition tests, using each database for training and testing it against all the others.For each person in a database we collected a data set consisting of ... 10] B. Kepenekci. Face Recognition Using Gabor Wavelet Transform.PhD thesis, -
Learning to Track with Multiple Observers Björn StengerComputer…
mi.eng.cam.ac.uk/~cipolla/publications/inproceedings/2009-CVPR-hand-trackingpdf.pdf28 Jul 2009: The running of tests consisting of all possible combina-tions of all trackers on all test sequences would take a pro-hibitive amount of time to complete. ... In order to test the validity of such a setup, weperformed tests using the complete tracking -
This article appeared in a journal published by Elsevier. ...
mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2009-CVIU-face-manifold.pdf13 Mar 2018: InAFR tests, such methods are usually outperformed by methodsfrom the third class: view-based techniques e.g. ... These were used for neither gallery data nor test inputfor the evaluation reported in this section. -
Model-Based 3D Tracking of an Articulated Hand B. Stenger ...
mi.eng.cam.ac.uk/reports/svr-ftp/stenger_cvpr01.pdf12 May 2003: Top and middle row: model pro-jected on images from camera 1 and 2, respectively. ... 4. Experimental Results. Real data experiments were designed to test the proposedtracking algorithm. -
main.dvi
mi.eng.cam.ac.uk/~cipolla/publications/article/2011-PAMI-3D-Faces.pdf13 Mar 2018: to test our hypothesis. Therefore the problem of detecting. shadows becomes more difficult. ... The shading regularization scheme shows a smooth surface. (Fig. 5 middle) while the shape regularization scheme (Fig. -
BBC News - Silicon Fen shows off its wares at Cambridge showcase
mi.eng.cam.ac.uk/~cipolla/archive/Public-Understanding/2011-BBC-Zappar.pdf7 Nov 2014: Her product can quickly test the way people walk by means of gyroscopes and ac-celerometers, stored in sensors strapped to the legs. ... Mrs Hodgins has witnessed many economic cycles. "Innovation at this time is one of the hardest things to do," she says -
Face Recognition from Video using the GenericShape-Illumination…
mi.eng.cam.ac.uk/reports/svr-ftp/arandjelovic_ECCV06.pdf17 Feb 2006: In AFR tests, such methods are usuallyoutperformed by methods from the third class: view-based techniques e.g. ... KLD) [38]. In all tests, both training data for each person in the gallery, as well as test data,consisted of only a single sequence. -
PX-NET: Simple and Efficient Pixel-Wise Trainingof Photometric Stereo …
mi.eng.cam.ac.uk/~cipolla/publications/inproceedings/2021-ICCV-PX-NET-photometric-normals.pdf9 Apr 2022: performs realistic computation of global illumination ef-fects. The first dataset is Cycles-PS-Test [16] containing 3objects. ... For completeness, we also in-clude the results after applying the test time rotation pseudo-invariance augmentation (K=10). -
Real-time visual tracking of complex structures - Pattern Analysis…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2002-PAMI-tracking.pdf13 Mar 2018: 4.1.2 RobustnessAnother experiment was established to test robustness ofthe system to occlusion of an entire camera (see Fig. ... 4.2 Multiple and Articulated Structures. 4.2.1 Hinge. A system was developed to test the tracking of a simplearticulated -
main.dvi
mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2008-PAMI-photometric-stereo-report.pdf13 Mar 2018: revealed (note the reconstructed surface cracks in the middle of the figurine’s back). ... of 0.41 degrees. estimates. The next experiment was designed to test this improvement by performing a light. -
1 SegNet: A Deep ConvolutionalEncoder-Decoder Architecture for Scene…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/inproceedings/2016-PAMI-SegNet.pdf13 Mar 2018: 2. Fig. 1. SegNet predictions on urban and highway scene test samples from the wild. ... 1). Some example test resultsproduced on randomly sampled road scene images from Googleare shown in Fig. -
BUDVYTIS et al.: LABEL PROPAGATION 1 Label propagation in ...
mi.eng.cam.ac.uk/~cipolla/publications/inproceedings/2010-BMVC-label-propagation.pdf13 Mar 2018: Table 1:Quantitative test results withµ = 0.25. Note the high accuracies for PHM for Seq. ... Ex-tensive quantitative tests indicate the efficacy of our approach over generative propagationalone. -
TPAMI-0554-0706-2 1..14
mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2007-PAMI-face-sets-draft.pdf13 Mar 2018: We used 18 randomlyselected training/test combinations of the sequences forreporting identification rates. ... The test recognition rates changed byless than 1 percent for all of the different trials of randompartitioning. -
Semi-calibrated Near Field Photometric Stereo Fotios Logothetis1,…
mi.eng.cam.ac.uk/~cipolla/publications/inproceedings/2017-CVPR-near-field-photometric.pdf13 Mar 2018: Secondly, in order to test the reliability ofour approach, we considered synthetic data generated withthe Cook and Torrance reflection model [12]. ... Figure 5. Darkest (Left) and brightest (middle) samples of our realdatasets and the computed albedos -
The State Based Mixture of Experts HMM with Applications ...
mi.eng.cam.ac.uk/reports/svr-ftp/tuerk_thesis.pdf2 Feb 2002: 7.2 Significance tests 90. 7.3 The 1997 Broadcast News task 91. ... reference tone, will not necessarily perceive the test tone to be twice as high. -
CONFIDENCE ESTIMATION AND DELETION PREDICTION USINGBIDIRECTIONAL…
mi.eng.cam.ac.uk/~mjfg/ALTA/publications/SLT2018_ragni.pdf31 Aug 2019: Table 1. Impact of band mismatch on unsupervised training. data. The middle line shows its performance on a down-sampled setof wide-band data containing news and topical broadcasts. ... The. Language Test set Error (%)Sub Del Ins Tot. Georgian dev 26.7 10 -
Statistical Models forNoise-Robust Speech Recognition R O G I ...
mi.eng.cam.ac.uk/~mjfg/thesis_rcv25.pdf7 Oct 2011: Speech recognition signalsX Training dataY Test dataU Hidden variablesy Observation feature vectorx Clean speechn Additive noiseh Convolutional noiseα Phase factorβ Power of spectrums Static feature vector, 2 Vectors with rst- and ... in the test data. -
Layered motion segmentation and depth ordering by tracking edges -…
mi.eng.cam.ac.uk/~cipolla/publications/article/2004-PAMI-motionsegmentation.pdf13 Mar 2018: A regionlabeling can be produced from an edge labeling, butambiguities may still be present—specifically, a singleregion in the middle of a foreground object may be a holethrough to the background, ... A sample of the 34 test sequences and their -
Learning to Track with Multiple Observers Björn StengerComputer…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/inproceedings/2009-CVPR-hand-trackerpdf.pdf28 Jul 2009: The running of tests consisting of all possible combina-tions of all trackers on all test sequences would take a pro-hibitive amount of time to complete. ... In order to test the validity of such a setup, weperformed tests using the complete tracking -
FootNet: An Efficient Convolutional Network forMultiview 3D Foot…
mi.eng.cam.ac.uk/~cipolla/publications/inproceedings/2020-ACCV-CNN-foot-reconstruction.pdf28 Jun 2021: Table 3: Average length and width errors (mm) on real val/test data. ... Pool at test timePredicted segmentation Hand segmentationLength error Width error Length error Width error. -
This article appeared in a journal published by Elsevier. ...
mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2009-CVIU-face-illumination.pdf13 Mar 2018: Note that we make noassumptions on the nature of training or test data. ... The tests are shown in the order of increasing rawdata performance for easier visualization. -
Expressive Visual Text-To-Speech Using Active Appearance Models…
mi.eng.cam.ac.uk/~cipolla/publications/inproceedings/2013-CVPR-Talking-Head-copy.pdf13 Mar 2018: avoid bias), resulting in a total of 600 pairwise compar-isons per preference test. ... Scores shown as percentages of all votes for: (left) all emotions, (middle)neutral, and (right) angry. -
Learning to Track with Multiple Observers Björn StengerComputer…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/inproceedings/2009-CVPR-hand-trackingpdf.pdf28 Jul 2009: The running of tests consisting of all possible combina-tions of all trackers on all test sequences would take a pro-hibitive amount of time to complete. ... In order to test the validity of such a setup, weperformed tests using the complete tracking -
Real-time visual tracking of complex structures - Pattern Analysis…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2002-PAMI-realtime-tracking.pdf13 Mar 2018: 4.1.2 RobustnessAnother experiment was established to test robustness ofthe system to occlusion of an entire camera (see Fig. ... 4.2 Multiple and Articulated Structures. 4.2.1 Hinge. A system was developed to test the tracking of a simplearticulated -
Do the maths - Times Online
mi.eng.cam.ac.uk/~cipolla/archive/Public-Understanding/2009-Sunday-Times-Maths.pdf7 Nov 2014: A step forward, in the view of many educationists, isthe recent decision by the children’s secretary, Ed Balls, to dropthe stage-3 Sats tests, which were demoralising many teachers.Celia -
Department of EngineeringUniversity of Cambridge ����� ��� �� ��� ...
mi.eng.cam.ac.uk/reports/svr-ftp/auto-pdf/harpur_thesis.pdf9 Aug 2005: Department of EngineeringUniversity of Cambridge! " $#%&' ( ) " ,%-.) / 0 213. George Francis HarpurQueens’ College. February 1997. A dissertation submitted forthe degree of Doctor of Philosophy. at the University of Cambridge. Summary. The -
Canonical Correlation Analysis of Video VolumeTensors for Action…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2008-PAMI-CCA-action-recognition.pdf13 Mar 2018: NN classification by sum of selected canonicalcorrelations is performed to categorize a new test video. ... middle, bottom rows, respectively. Fig. 9. Confusion matrix of the TCCA method for hand gesture. -
Layered motion segmentation and depth ordering by tracking edges -…
mi.eng.cam.ac.uk/~cipolla/archive/Publications/article/2004-PAMI-motionsegmentation.pdf13 Mar 2018: A regionlabeling can be produced from an edge labeling, butambiguities may still be present—specifically, a singleregion in the middle of a foreground object may be a holethrough to the background, ... A sample of the 34 test sequences and their
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