diff --git a/libavfilter/x86/vf_atadenoise.asm b/libavfilter/x86/vf_atadenoise.asm
index 44b9c4f160..5466d1f2d4 100644
--- a/libavfilter/x86/vf_atadenoise.asm
+++ b/libavfilter/x86/vf_atadenoise.asm
@@ -151,4 +151,129 @@ cglobal atadenoise_filter_row8, 8,10,13, src, dst, srcf, w, mid, size, i, j, src
     jl .loop
     RET
 
+INIT_XMM sse4
+cglobal atadenoise_filter_row8_serial, 8,10,13, src, dst, srcf, w, mid, size, i, j, srcfx, x
+    movsxdifnidn    wq, wd
+    movsxdifnidn  midq, midd
+    movsxdifnidn sizeq, sized
+    add           srcq, wq
+    add           dstq, wq
+    mov             xq, wq
+    dec          sizeq
+    neg             xq
+    movd            m4, r6m
+    SPLATW          m4, m4
+    movd            m5, r7m
+    SPLATW          m5, m5
+    pxor            m2, m2
+    mova           m10, [pw_ones]
+
+    .loop:
+        mov         iq, midq
+        mov         jq, midq
+        pxor        m3, m3
+        pxor       m11, m11
+        movu        m0, [srcq + xq]
+        punpcklbw   m0, m2
+        mova        m7, m0
+        mova        m8, [pw_one]
+        mova       m12, [pw_ones]
+
+        .loop0:
+            dec              jq
+
+            mov          srcfxq, [srcfq + jq * 8]
+            add          srcfxq, wq
+
+            movu             m1, [srcfxq + xq]
+            punpcklbw        m1, m2
+            mova             m9, m1
+            psubw            m1, m0
+            pabsw            m1, m1
+            paddw           m11, m1
+            pcmpgtw          m1, m4
+            mova             m6, m11
+            pcmpgtw          m6, m5
+            por              m6, m1
+            pxor             m6, m10
+            pand            m12, m6
+            pand             m9, m12
+            paddw            m7, m9
+            mova             m6, m12
+            psrlw            m6, 15
+            paddw            m8, m6
+
+            ptest           m12, m12
+            jz .end_loop0
+
+            cmp              jq, 0
+            jg .loop0
+
+        .end_loop0:
+            mova       m12, [pw_ones]
+
+        .loop1:
+            inc              iq
+
+            mov          srcfxq, [srcfq + iq * 8]
+            add          srcfxq, wq
+
+            movu             m1, [srcfxq + xq]
+            punpcklbw        m1, m2
+            mova             m9, m1
+            psubw            m1, m0
+            pabsw            m1, m1
+            paddw            m3, m1
+            pcmpgtw          m1, m4
+            mova             m6, m3
+            pcmpgtw          m6, m5
+            por              m6, m1
+            pxor             m6, m10
+            pand            m12, m6
+            pand             m9, m12
+            paddw            m7, m9
+            mova             m6, m12
+            psrlw            m6, 15
+            paddw            m8, m6
+
+            ptest           m12, m12
+            jz .finish
+
+            cmp              iq, sizeq
+            jl .loop1
+
+    .finish:
+        mova                 m9, m8
+        psrlw                m9, 1
+        paddw                m7, m9
+
+        mova                 m1, m7
+        mova                 m6, m8
+
+        punpcklwd            m7, m2
+        punpcklwd            m8, m2
+        cvtdq2ps             m7, m7
+        cvtdq2ps             m8, m8
+        divps                m7, m8
+        cvttps2dq            m7, m7
+        packssdw             m7, m7
+        packuswb             m7, m7
+
+        movd        [dstq + xq], m7
+
+        punpckhwd            m1, m2
+        punpckhwd            m6, m2
+        cvtdq2ps             m1, m1
+        cvtdq2ps             m6, m6
+        divps                m1, m6
+        cvttps2dq            m1, m1
+        packssdw             m1, m1
+        packuswb             m1, m1
+
+        movd    [dstq + xq + 4], m1
+
+        add                  xq, mmsize/2
+    jl .loop
+    RET
+
 %endif
diff --git a/libavfilter/x86/vf_atadenoise_init.c b/libavfilter/x86/vf_atadenoise_init.c
index 24f171cb9e..1f69b1af3f 100644
--- a/libavfilter/x86/vf_atadenoise_init.c
+++ b/libavfilter/x86/vf_atadenoise_init.c
@@ -30,6 +30,11 @@ void ff_atadenoise_filter_row8_sse4(const uint8_t *src, uint8_t *dst,
                                     int w, int mid, int size,
                                     int thra, int thrb);
 
+void ff_atadenoise_filter_row8_serial_sse4(const uint8_t *src, uint8_t *dst,
+                                           const uint8_t **srcf,
+                                           int w, int mid, int size,
+                                           int thra, int thrb);
+
 av_cold void ff_atadenoise_init_x86(ATADenoiseDSPContext *dsp, int depth, int algorithm)
 {
     int cpu_flags = av_get_cpu_flags();
@@ -37,4 +42,8 @@ av_cold void ff_atadenoise_init_x86(ATADenoiseDSPContext *dsp, int depth, int al
     if (ARCH_X86_64 && EXTERNAL_SSE4(cpu_flags) && depth <= 8 && algorithm == PARALLEL) {
         dsp->filter_row = ff_atadenoise_filter_row8_sse4;
     }
+
+    if (ARCH_X86_64 && EXTERNAL_SSE4(cpu_flags) && depth <= 8 && algorithm == SERIAL) {
+        dsp->filter_row = ff_atadenoise_filter_row8_serial_sse4;
+    }
 }