diff --git a/requirements-dev.txt b/requirements-dev.txt
index 4acb497..1acce22 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -14,7 +14,7 @@ hypothesis~=6.98
 
 # Numerical comparison helpers
 numpy~=1.24
-scipy~=1.11
+scipy~=1.17
 
 # Security / supply-chain scanning
 bandit~=1.7              # static security analysis for Python
diff --git a/requirements-lock.txt b/requirements-lock.txt
index 5f69bd0..6482a86 100644
--- a/requirements-lock.txt
+++ b/requirements-lock.txt
@@ -22,10 +22,10 @@ Brotli==1.2.0
 HeapDict==1.0.1
 ImageIO==2.37.3
 Jetson.GPIO==2.1.12
-Pint==0.24.4
+Pint==0.25.3
 PyOpenGL==3.1.10
 PyQt5==5.15.11
-PyQt5_sip==12.17.0
+PyQt5_sip==12.18.0
 PySocks==1.7.1
 PyYAML==6.0.3
 Pygments==2.20.0
@@ -34,30 +34,30 @@ annotated-doc==0.0.4
 annotated-types==0.7.0
 app-model==0.5.1
 appdirs==1.4.4
-archspec==0.2.5
+archspec==0.2.6
 asttokens==3.0.1
 attrs==26.1.0
 backports.zstd==1.3.0
 boltons==25.0.0
-build==1.4.4
+build==1.5.0
 cachey==0.2.1
-certifi==2026.2.25
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.3
+charset-normalizer==3.4.7
+click==8.4.1
 cloudpickle==3.1.2
 colorama==0.4.6
 comm==0.2.3
 conda-libmamba-solver==25.11.0
-conda-package-handling==2.4.0
+conda-package-handling==2.5.0
 conda==26.1.1
-conda_package_streaming==0.12.0
-contourpy==1.3.2
+conda_package_streaming==0.13.0
+contourpy==1.3.3
 cupy-cuda11x==13.6.0
 cycler==0.12.1
-dask==2026.3.0
-debugpy==1.8.20
-decorator==5.2.1
+dask==2026.6.0
+debugpy==1.8.21
+decorator==5.3.1
 distro==1.9.0
 docstring_parser==0.18.0
 exceptiongroup==1.3.1
@@ -65,61 +65,61 @@ executing==2.2.1
 fastrlock==0.8.3
 flexcache==0.3
 flexparser==0.4
-fonttools==4.62.1
+fonttools==4.63.0
 freetype-py==2.5.1
 frozendict==2.4.7
-fsspec==2026.3.0
+fsspec==2026.4.0
 h2==4.3.0
 hpack==4.1.0
 hsluv==5.0.4
 hyperframe==6.1.0
-idna==3.15
+idna==3.18
 ids-peak-afl==2.0.1.0.4
-ids-peak-common==1.2.0.3597
-ids-peak-ipl==1.17.1.0.6
-ids-peak==1.14.0.0.7
+ids-peak-common==1.3.0.4212
+ids-peak-ipl==1.17.2.0.7
+ids-peak==1.15.0.0.8
 imagecodecs==2025.3.30
 importlib_metadata==9.0.0
-improv==0.0.1
+improv==0.2.2
 in-n-out==0.2.1
 ipykernel==6.31.0
 ipython==8.39.0
 ipython_pygments_lexers==1.1.1
-jedi==0.19.2
+jedi==0.20.0
 jsonpatch==1.33
-jsonpointer==3.0.0
+jsonpointer==3.1.1
 jsonschema-specifications==2025.9.1
 jsonschema==4.26.0
-jupyter_client==8.8.0
+jupyter_client==8.9.1
 jupyter_core==5.9.1
 kiwisolver==1.5.0
 lazy-loader==0.5
 libmambapy==2.5.0
 locket==1.0.0
 magicgui==0.10.2
-markdown-it-py==4.0.0
-matplotlib-inline==0.2.1
-matplotlib==3.10.8
+markdown-it-py==4.2.0
+matplotlib-inline==0.2.2
+matplotlib==3.11.0
 mdurl==0.1.2
 menuinst==2.4.2
-msgpack==1.1.2
+msgpack==1.2.0
 napari-console==0.1.4
 napari-plugin-engine==0.2.1
 napari-svg==0.2.1
 napari==0.7.0
 nest-asyncio==1.6.0
-networkx==3.4.2
+networkx==3.6.1
 npe2==0.8.2
 numpy==1.26.4
 nvidia-ml-py==12.575.51
-opencv-python-headless==4.11.0.86
-packaging==26.0
+opencv-python-headless==4.13.0.92
+packaging==26.2
 pandas==2.3.3
-parso==0.8.6
+parso==0.8.7
 partd==1.4.2
 pexpect==4.9.0
 pillow==12.2.0
-platformdirs==4.9.4
+platformdirs==4.10.0
 pluggy==1.6.0
 ply==3.11
 pooch==1.9.0
@@ -132,9 +132,9 @@ pyconify==0.2.1
 pycosat==0.6.6
 pycparser==2.22
 pydantic-extra-types==2.11.1
-pydantic-settings==2.14.0
-pydantic==2.13.3
-pydantic_core==2.46.3
+pydantic-settings==2.14.1
+pydantic==2.13.4
+pydantic_core==2.47.0
 pygame==2.6.1
 pynvml==12.0.0
 pyparsing==3.3.2
@@ -142,39 +142,39 @@ pyproject_hooks==1.2.0
 pyqtgraph==0.14.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
-pytz==2026.1.post1
+pytz==2026.2
 pyzmq==25.1.2
 qtconsole==5.7.2
 referencing==0.37.0
-requests==2.33.0
+requests==2.34.2
 rich==15.0.0
 rpds-py==0.30.0
 ruamel.yaml.clib==0.2.15
-ruamel.yaml==0.18.17
-scikit-image==0.25.2
-scipy==1.15.2
+ruamel.yaml==0.19.1
+scikit-image==0.26.0
+scipy==1.17.1
 shellingham==1.5.4
 sip==6.15.3
 six==1.17.0
 smbus2==0.6.1
 stack-data==0.6.3
-superqt==0.8.1
+superqt==0.8.2
 tifffile==2025.5.10
 toml==0.10.2
 tomli==2.4.1
 tomli_w==1.2.0
 toolz==1.1.0
-tornado==6.5.5
-tqdm==4.67.3
-traitlets==5.14.3
+tornado==6.5.7
+tqdm==4.68.2
+traitlets==5.15.1
 truststore==0.10.4
-typer==0.24.2
+typer==0.26.7
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2026.1
+tzdata==2026.2
 urllib3==2.7.0
-vispy==0.16.1
-wcwidth==0.6.0
-wrapt==2.1.2
+vispy==0.16.2
+wcwidth==0.8.1
+wrapt==2.2.1
 zipp==3.23.1
 zstandard==0.25.0
diff --git a/requirements.txt b/requirements.txt
index c45ebe1..2e48afb 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,16 +1,16 @@
 magicgui~=0.10
-matplotlib~=3.8
+matplotlib~=3.11
 napari~=0.5
 numpy~=1.24
 nvidia-ml-py~=12.0
-opencv-python-headless~=4.8
+opencv-python-headless~=4.13
 Pillow>=12.2,<13.0   #  closes CVE-2026-25990/-40192/-42308/-42310/-42311 (was ~=10.0 → 10.4.0)
 psutil~=5.9
 pygame~=2.5
 pynvml~=12.0
 pyqtgraph~=0.13
 pyzmq~=25.0
-scipy~=1.11
+scipy~=1.17
 tifffile
 imagecodecs==2025.3.30
 Jetson.GPIO
@@ -20,5 +20,5 @@ Jetson.GPIO
 # clients). Pinning floors here so any pip-resolver regeneration of
 # requirements-lock.txt picks the safe versions.
 urllib3>=2.7.0          # closes GHSA-mf9v-mfxr-j63j + GHSA-qccp-gfcp-xxvc
-requests>=2.33.0        # closes GHSA-gc5v-m9x4-r6x2
-idna>=3.15              # closes GHSA-65pc-fj4g-8rjx
+requests>=2.34.2        # closes GHSA-gc5v-m9x4-r6x2
+idna>=3.18              # closes GHSA-65pc-fj4g-8rjx