Overlapping face detection in OpenCV -


first let me give information i'm trying do.

i'm working on face verification problem using profile faces, , first step face detection. i'm using opencv face detector 'haarcascade_profileface.xml'. problem is, detector not find faces consistently. not consistent mean, finds face in region, finds face bigger, smaller , both. want find same region face time.

i'm adding images tell problem better. can find them here.

what should overcome multiple face detection in same area (overlapping face detection)?

the first thing came mind increasing minneighbors parameter, causes detection rate drop don't want it. think of applying image stabilization algorithm on facial images, think expensive. if give me advice on overcoming problem glad.

i should mention i'm using opencv 2.4.5 , set minneighbor parameter 4, scalefactor 1.75 , did not set size limitation.

thanks in advance,

regards,

güney

if your'e detecting faces video, can apply filter on bounding box keep bounding box change smoothly. reduce "inconsistencies" in face bounding box.

currentframeboundingbox = a*prevframeboundingbox + (1-a)*detectedboundingbox

as larger, give more weight previous frame bounding box , reduce inconsistencies.

you every coordinate in bounding box.


Comments

Post a Comment

Popular posts from this blog

assembly - 8086 TASM: Illegal Indexing Mode -

this question has answer here: illegal use of register in indirect addressing 1 answer i writing 8086 assembly program needs compile through tasm v3.1. running error can not seem fix. my data segment has following set purposes of keyboard input: parao label byte maxo db 5 acto db ? datao db 5 dup('$') what trying first character entered, first byte of datao: lea dx, datao mov bl, [dx] however, when attempt compile, error: **error** h5.asm(152) illegal indexing mode line 152 "mov bl, [dx]" any appreciated. if matters, running tasm through dosbox (my laptop running 64-bit win7) google hasn't come helpful answers. can post entirety of code if necessary. pretty sure reason can't use dx register pointer. try instead using [si], [di] or [bx]: lea bx, data0 mov al, [bx]
Read more

Java, LWJGL, OpenGL 1.1, decoding BufferedImage to Bytebuffer and binding to OpenGL across classes -

i've been attempting solve problem without luck. have 4 classes, main class, object class, sprite class , image loader class. i'm attempting load png using image loader , using method found here: http://www.java-gaming.org/topics/bufferedimage-to-lwjgl-texture/25516/msg/220280/view.html#msg220280 convert bytebuffer, , bind opengl. the image in it's own seperate resource folder. should being drawn this: ( http://i.imgur.com/j8gbu4c.png ) (32x32), i'm seeing white box has dimensions of image, not actual texture. if has idea of go fix i'd appreciate it. i'm new opengl , looking avoid using external library in order learn how actual code works. thanks. updated! to following, implemented suggestion provided vallentin, quad taking color of first pixel in image. i've attempted implementing image loader provided c.s here . i'm receiving error: javax.imageio.iioexception: error reading png image data @ com.sun.imageio.plugins.png.pngimagereader.r...
Read more

javascript - addthis share facebook and google+ url -

i attempting use addthis create simple url shares whichever current page user on when click share button. of right now, have twitter working. when user clicks, able see url populated in tweet box. when user clicks facebook or google+, url doesn't seem show in share box. <ul class="addthis_toolbox addthis_default_style "> <li><a class="addthis_button_facebook"><img src="/img/facebook-social.png" width="20" height="20" border="0" alt="share" /></a></li> <li><a class="addthis_button_twitter"><img src="/img/twitter-social.png" width="20" height="20" border="0" alt="share" /></a></li> <li><a class="addthis_button_google_plusone_share"><img src="/img/google-social.png" width="20" height="20" border="0" alt="s...
Read more