mvcnn-master

代码说明：

说明：  计算机视觉中一个长期存在的问题是关于用于识别的三维形状的表示:三维形状是否应该使用操作在其原生三维格式(如体素网格或多边形网格)上的描述符来表示，还是可以使用基于视图的描述符来有效地表示?我们在学习从一组二维图像上呈现的视图中识别三维图形的背景下解决了这个问题。我们首先介绍了一个经过训练的标准CNN架构，可以独立地识别呈现在视图中的形状，并展示了一个3D形状甚至可以从中识别出来(A longstanding question in computer vision concerns the representation of 3D shapes for recognition: should 3D shapes be represented with descriptors operating on their native 3D formats)

文件列表：

mvcnn-master, 0 , 2019-01-04
mvcnn-master\.gitignore, 4 , 2019-01-04
mvcnn-master\.gitmodules, 222 , 2019-01-04
mvcnn-master\LICENCE, 1074 , 2019-01-04
mvcnn-master\README.md, 4408 , 2019-01-04
mvcnn-master\caffe, 0 , 2019-01-04
mvcnn-master\caffe\MVCNNDataLayer.py, 3708 , 2019-01-04
mvcnn-master\caffe\MVCNNDataLayerPreTrain.py, 3211 , 2019-01-04
mvcnn-master\caffe\README.md, 600 , 2019-01-04
mvcnn-master\caffe\alexNet.prototxt, 5384 , 2019-01-04
mvcnn-master\caffe\ilsvrc_2012_mean.npy, 1572944 , 2019-01-04
mvcnn-master\caffe\mvccn_12view.prototxt, 6102 , 2019-01-04
mvcnn-master\caffe\mvcnn_PreTrain.prototxt, 249 , 2019-01-04
mvcnn-master\caffe\mvcnn_Train.prototxt, 263 , 2019-01-04
mvcnn-master\caffe\trainAlex.py, 321 , 2019-01-04
mvcnn-master\caffe\trainCNN.py, 333 , 2019-01-04
mvcnn-master\caffe\trainMVCNN.py, 318 , 2019-01-04
mvcnn-master\cnn_shape.m, 7128 , 2019-01-04
mvcnn-master\cnn_shape_get_batch.m, 4605 , 2019-01-04
mvcnn-master\cnn_shape_get_features.m, 12834 , 2019-01-04
mvcnn-master\cnn_shape_init.m, 6412 , 2019-01-04
mvcnn-master\cnn_shape_train.m, 16907 , 2019-01-04
mvcnn-master\contributors.txt, 56 , 2019-01-04
mvcnn-master\data, 0 , 2019-01-04
mvcnn-master\data\.gitignore, 25 , 2019-01-04
mvcnn-master\dataset, 0 , 2019-01-04
mvcnn-master\dataset\setup_imdb_generic.m, 102 , 2019-01-04
mvcnn-master\dataset\setup_imdb_modelnet.m, 8592 , 2019-01-04
mvcnn-master\dataset\setup_imdb_shapenet.m, 3249 , 2019-01-04
mvcnn-master\dependencies, 0 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96, 0 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\.gitignore, 31 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\COPYRIGHT, 1486 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\Makefile, 993 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\Makefile.win, 900 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\README, 20224 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\blas, 0 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\blas\Makefile, 293 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\blas\blas.h, 702 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\blas\blasp.h, 16529 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\blas\daxpy.c, 1274 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\blas\ddot.c, 1280 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\blas\dnrm2.c, 1375 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\blas\dscal.c, 1104 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\heart_scale, 27670 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\linear.cpp, 57430 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\linear.def, 426 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\linear.h, 2211 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\matlab, 0 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\matlab\Makefile, 1504 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\matlab\README, 7470 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\matlab\libsvmread.c, 4063 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\matlab\libsvmwrite.c, 2341 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\matlab\linear_model_matlab.c, 3545 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\matlab\linear_model_matlab.h, 166 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\matlab\make.m, 1139 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\matlab\predict.c, 8517 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\matlab\train.c, 10861 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\predict.c, 5338 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\python, 0 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\python\Makefile, 32 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\python\README, 12195 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\python\liblinear.py, 9373 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\python\liblinearutil.py, 8208 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\train.c, 9109 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\tron.cpp, 5186 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\tron.h, 687 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\windows, 0 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\windows\liblinear.dll, 182272 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\windows\libsvmread.mexw64, 11264 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\windows\libsvmwrite.mexw64, 10240 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\windows\predict.exe, 128512 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\windows\predict.mexw64, 16896 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\windows\train.exe, 179200 , 2019-01-04
mvcnn-master\dependencies\liblinear-1.96\windows\train.mexw64, 61440 , 2019-01-04
mvcnn-master\dependencies\matconvnet, 0 , 2019-01-04
mvcnn-master\dependencies\vlfeat, 0 , 2019-01-04
mvcnn-master\evalkit, 0 , 2019-01-04
mvcnn-master\evalkit\Evaluator.js, 5553 , 2019-01-04
mvcnn-master\evalkit\Metrics.js, 4769 , 2019-01-04
mvcnn-master\evalkit\README.txt, 1148 , 2019-01-04
mvcnn-master\evalkit\evaluate.js, 150 , 2019-01-04
mvcnn-master\evalkit\train.csv, 894149 , 2019-01-04
mvcnn-master\evalkit\val.csv, 128999 , 2019-01-04
mvcnn-master\exp_scripts, 0 , 2019-01-04
mvcnn-master\exp_scripts\confmat.m, 321 , 2019-01-04
mvcnn-master\exp_scripts\display_retrieval_results.m, 3539 , 2019-01-04
mvcnn-master\exp_scripts\display_right_wrong.m, 3109 , 2019-01-04
mvcnn-master\exp_scripts\learn_metric.m, 1634 , 2019-01-04
mvcnn-master\exp_scripts\prfigure.m, 1756 , 2019-01-04
mvcnn-master\exp_scripts\visualize_saliency.m, 2931 , 2019-01-04
mvcnn-master\get_imdb.m, 840 , 2019-01-04
mvcnn-master\rerank_retrieval.m, 1330 , 2019-01-04
mvcnn-master\run_experiments.m, 2384 , 2019-01-04
mvcnn-master\run_retrieval.m, 2471 , 2019-01-04
mvcnn-master\setup.m, 2522 , 2019-01-04
mvcnn-master\shape_compute_descriptor.m, 5257 , 2019-01-04
mvcnn-master\utils, 0 , 2019-01-04
mvcnn-master\utils\RenderMe, 0 , 2019-01-04
mvcnn-master\utils\RenderMe\RenderDepth, 0 , 2019-01-04