% * This code was used in the following articles: % * [1] Learning 3-D Scene Structure from a Single Still Image, % * Ashutosh Saxena, Min Sun, Andrew Y. Ng, % * In ICCV workshop on 3D Representation for Recognition (3dRR-07), 2007. % * (best paper) % * [2] 3-D Reconstruction from Sparse Views using Monocular Vision, % * Ashutosh Saxena, Min Sun, Andrew Y. Ng, % * In ICCV workshop on Virtual Representations and Modeling % * of Large-scale environments (VRML), 2007. % * [3] 3-D Depth Reconstruction from a Single Still Image, % * Ashutosh Saxena, Sung H. Chung, Andrew Y. Ng. % * International Journal of Computer Vision (IJCV), Aug 2007. % * [6] Learning Depth from Single Monocular Images, % * Ashutosh Saxena, Sung H. Chung, Andrew Y. Ng. % * In Neural Information Processing Systems (NIPS) 18, 2005. % * % * These articles are available at: % * http://make3d.stanford.edu/publications % * % * We request that you cite the papers [1], [3] and [6] in any of % * your reports that uses this code. % * Further, if you use the code in image3dstiching/ (multiple image version), % * then please cite [2]. % * % * If you use the code in third_party/, then PLEASE CITE and follow the % * LICENSE OF THE CORRESPONDING THIRD PARTY CODE. % * % * Finally, this code is for non-commercial use only. For further % * information and to obtain a copy of the license, see % * % * http://make3d.stanford.edu/publications/code % * % * Also, the software distributed under the License is distributed on an % * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either % * express or implied. See the License for the specific language governing % * permissions and limitations under the License. % * % */ function [Pocclu] = ClosetOcclusion(defaultPara, ScaleImg, Pair, ModelInfoTarget, TargetPointPix, INDTarget, ModelInfoField, FieldPointPix, INDField) % function return the closest occlusion point on specific ray TargetPointPix % ========================================== % PlaneParaMeter Scaling and Transform to Target viewpoint PlaneParaField = ModelInfoField.Model.PlaneParaInfo.PlanePara; PlaneParaField = PlaneParaField( :,ModelInfoField.Model.PlaneParaInfo.Sup2Para(ModelInfoField.Model.PlaneParaInfo.SupEpand(INDField))); PlaneParaField2Target = PlaneParaField'*Pair.R./repmat(1-PlaneParaField'*Pair.T,1,3); % (n by 3 % Find intersection with ray and the PlaneParaMeter OccluDepthTarget = 1./(PlaneParaField2Target*ModelInfoTarget.Model.Ray(:,INDTarget))'; % (3 by n) InterSectP = repmat(ModelInfoTarget.Model.Ray(:,INDTarget),1,length( OccluDepthTarget)).*repmat(OccluDepthTarget,3,1); % Reproj the intersect point to Field viewpoint, check if in the superpixel that planes belong to NumINDField = length( INDField); ReProjField = defaultPara.InrinsicK1*(Pair.R*InterSectP + repmat( Pair.T, 1,NumINDField)); ReProjField = ReProjField(1:2,:)./repmat( ReProjField(3,:),2,1); ScaleDepth = size(ModelInfoTarget.Model.Depth.FitDepth); [ ReProjFieldIND] = ProjPosi2Mask( ScaleImg, ScaleDepth, ReProjField); OccluMark = ModelInfoField.Model.Sup(ReProjFieldIND) == ModelInfoField.Model.Sup(INDField); % find the closest occlued point OccluDepthTarget = OccluDepthTarget(OccluMark); [V I ]= min(OccluDepthTarget); Pocclu=ReProjField(:,OccluMark); Pocclu = Pocclu(:,I); if V > ModelInfoTarget.Model.PlaneParaInfo.FitDepth(INDTarget) Pocclu = []; end return;