evaluation/UAV-benchmark-MOTD_v1.0/utils/convertMatToStruct.m (114 lines of code) (raw):

function stInfo=convertMatToStruct(allData, gtMaxFrame) numCols=size(allData,2); numLines=size(allData,1); % quickly check format assert(numCols>=7,'FORMAT ERROR: Each line must have at least 6 values'); % assert(all(allData(:,1)>0),'FORMAT ERROR: Frame numbers must be positive.'); % assert(all(allData(:,2)>0),'FORMAT ERROR: IDs must be positive.'); IDMap = unique(allData(:,2))'; nIDs = length(IDMap); % fprintf('%d unique targets IDs discovered\n',nIDs); % pause % do we have bbox coordinates? imCoord=0; if any(any(allData(:,3:6)~= -1)) imCoord=1; end % do we have world coordinates? worldCoord=0; % ... we do if they exist and are not -1 (default) if size(allData,2)>=9 if any(any(allData(:,[8 9])~= -1)) worldCoord=1; end end % at least one representation must be defined assert(imCoord || worldCoord, ... 'FORMAT ERROR: Neither bounding boxes nor world coorsinates defined.'); % go through all lines for l=numLines:-1:1 lineData=allData(l,:); fr = lineData(1); % frame number id = lineData(2); % target id % map id to 1..nIDs id = find(IDMap==id); %%%% sanity checks % ignore non-positive frames and IDs if fr<1, continue; end % bounding box stInfo.W(fr,id) = lineData(5); stInfo.H(fr,id) = lineData(6); stInfo.Xi(fr,id) = lineData(3) + stInfo.W(fr,id)/2; stInfo.Yi(fr,id) = lineData(4) + stInfo.H(fr,id); % values should not be exactly 0 if ~stInfo.W(fr,id) stInfo.W(fr,id) = stInfo.W(fr,id) + 0.0001; end if ~stInfo.H(fr,id) stInfo.H(fr,id) = stInfo.H(fr,id) + 0.0001; end if ~stInfo.Xi(fr,id) stInfo.Xi(fr,id) = stInfo.Xi(fr,id) + 0.0001; end if ~stInfo.Yi(fr,id) stInfo.Yi(fr,id) = stInfo.Yi(fr,id) + 0.0001; end % consider 3D coordinates if worldCoord stInfo.Xgp(fr,id) = lineData(7); stInfo.Ygp(fr,id) = lineData(8); % position should not be exactly 0 if ~stInfo.Xgp(fr,id) stInfo.Xgp(fr,id)=stInfo.Xgp(fr,id)+0.0001; end if ~stInfo.Ygp(fr,id) stInfo.Ygp(fr,id)=stInfo.Ygp(fr,id)+0.0001; end end end % append empty frames? if gtMaxFrame ~= -1 Fgt=gtMaxFrame; F=size(stInfo.W,1); % if stateInfo shorter, pad with zeros if F<Fgt missingFrames = F+1:Fgt; stInfo.Xi(missingFrames,:)=0; stInfo.Yi(missingFrames,:)=0; stInfo.W(missingFrames,:)=0; stInfo.H(missingFrames,:)=0; if worldCoord stInfo.Xgp(missingFrames,:)=0; stInfo.Ygp(missingFrames,:)=0; end end end % set X,Y stInfo.X=stInfo.Xi;stInfo.Y=stInfo.Yi; if ~imCoord stInfo.X=stInfo.Xgp;stInfo.Y=stInfo.Ygp; % reset image coordinates to -1 te = find(stInfo.X(:)); stInfo.W(te)=-1;stInfo.H(te)=-1; stInfo.Xi(te)=-1;stInfo.Yi(te)=-1; end % remove empty target IDs nzc=~~sum(abs(stInfo.Xi),1); if isfield(stInfo,'X') stInfo.X=stInfo.X(:,nzc); stInfo.Y=stInfo.Y(:,nzc); end % nzc % stInfo.Xgp' if isfield(stInfo,'Xgp') stInfo.Xgp=stInfo.Xgp(:,nzc); stInfo.Ygp=stInfo.Ygp(:,nzc); end if isfield(stInfo,'Xi') stInfo.Xi=stInfo.Xi(:,nzc); stInfo.Yi=stInfo.Yi(:,nzc); stInfo.W=stInfo.W(:,nzc); stInfo.H=stInfo.H(:,nzc); end